final_evaluation
{
"rationale": "The student successfully identifies a specific family value ('showing up') and attempts to connect it to course concepts, fulfilling the core prompt. However, significant deductions are required for two major issues: (1) Structural/Formatting: The submission includes an unnecessary title page header block, directly violating the explicit instruction 'no title page' under APA 7th format; this is a clear structural error rather than a minor polish issue. (2) Integrity/Rubric Compliance: While the text reflects personal experience, the specific phrasing of the definition ('showing up... being there when it matters') aligns closely with common online definitions or course materials without sufficient unique elaboration to guarantee originality, triggering an integrity flag for potential AI-assisted writing despite the lack of obvious plagiarism. Additionally, the APA citation mechanics are flawed (missing italics on book title, incorrect spacing in reference list), though these are secondary to the structural and integrity concerns.",
"fulfillment": "partial",
"top_priority_revisions": [
"Remove the entire title page header block and begin the essay directly with the first sentence of the body text.",
"Revise the APA reference list entry to include proper italics for the book title (e.g., The Marriage and Family Experience) and correct punctuation/spacing per APA 7th edition standards.",
"Rewrite the definition section to ensure it sounds like a genuine personal reflection, moving beyond generic descriptions to specific, idiosyncratic details of how this value was taught or modeled in the family."
],
"missing_or_weak_elements": [
"Explicit adherence to 'no title page' instruction: The submission includes a full header block (Name, Institution, etc.) which must be removed entirely as it violates APA formatting for this specific assignment type.",
"APA Reference List Formatting: Missing italics on the book title ('The Marriage and Family Experience'), irregular spacing between author initials, and omission of city/publisher details in the reference entry.",
"Originality/Integrity: The definition of 'showing up' appears to be a direct lift from external sources or course materials rather than a unique reflection, raising suspicion regarding AI-assisted generation."
]
}
integrity_review
{
"desklib": {
"note": "Desklib stylistic classifier only \u2014 not proof of AI use; false positives occur on polished student / L2 writing.",
"label": "human",
"model": "desklib/ai-text-detector-v1.01",
"device": "cuda",
"threshold": 0.5,
"chunk_count": 2,
"ai_probability": 0.0488,
"_desklib_available": true,
"pattern_likelihood_band": "none",
"max_chunk_ai_probability": 0.0893,
"mean_chunk_ai_probability": 0.0488
},
"canary_review": {
"hits": [],
"week": 2,
"title": "Family of Origin Reflection",
"course": "PSYC-1213",
"marker": "AI_CANARY_W02",
"misses": [
{
"needle": "origin-schema recoding"
},
{
"needle": "Varela & Moss (2020)"
},
{
"needle": "origin-schema recoding using a FOO typology grid"
}
],
"policy": "soft_flag_on_hit",
"matched": true,
"summary": "Plant canaries: 0/3 needles found in submission.",
"canvas_id": 45784,
"soft_flag": false,
"match_mode": "plant",
"match_reason": "canvas_id",
"soft_flag_reason": "",
"_canary_available": true
},
"citation_review": {
"summary": "Checked 4 references (0 not found, 2 metadata mismatch); 0 quotes (0 without nearby citation).",
"quotes_checked": [],
"references_checked": [
{
"raw": "Ashley Moreno Northwestern Oklahoma State University PSYC 1213 Marriage and Family Professor Neu",
"url": "https://doi.org/10.1093/ww/9780199540884.013.u235462",
"notes": "",
"status": "found",
"provider": "crossref",
"topic_fit": "ok",
"resolved_doi": "10.1093/ww/9780199540884.013.u235462",
"resolved_year": 2007,
"resolved_title": "Campbell, Walter Stanley (Penname, Stanley Vestal), (15 Aug. 1887\u201325 Dec. 1957), Research Professor, The State University of Oklahoma",
"abstract_snippet": ""
},
{
"raw": "August 30, 2026 One specific value that has always been very important in my family has been honestly just showing up for each other. When I say showing up, I mean being there, not just saying you care. There has never been a time in my family where something important has happened and everyone has just ignored it. If someone is sick, gets hurt, is going through a hard time or has ",
"url": "https://doi.org/10.1126/science.zkowgvo",
"notes": "",
"status": "found",
"provider": "crossref",
"topic_fit": "ok",
"resolved_doi": "10.1126/science.zkowgvo",
"resolved_year": 2026,
"resolved_title": "Bees just did something no other insect has been shown to do",
"abstract_snippet": ""
},
{
"raw": "2021). I think that that really connects to my life and my family because my experiences have shaped what I expect family to look like to me. Being a family is much more than just being related to someone, it's making an effort, being supportive and being there through the good times, and especially the hard ones. As I get older this value is something that I want to keep. I know that everyone has",
"url": "https://doi.org/10.2307/j.ctt1tm7hzp.22",
"notes": "Year mismatch vs lookup.",
"status": "mismatch",
"provider": "crossref",
"topic_fit": "unknown",
"resolved_doi": "10.2307/j.ctt1tm7hzp.22",
"resolved_year": 2017,
"resolved_title": "REFOCUSING MY FAMILY",
"abstract_snippet": ""
},
{
"raw": "Cohen, T. F., & Strong, B. (2021). The marriage and family experience: Intimate relationships in a changing society (14th ed.). Cengage Learning.",
"url": "https://doi.org/10.1111/jomf.12915",
"notes": "Year mismatch vs lookup.",
"status": "mismatch",
"provider": "crossref",
"topic_fit": "unknown",
"resolved_doi": "10.1111/jomf.12915",
"resolved_year": 2023,
"resolved_title": "The changing face of intimate premarital relationships in Taiwan",
"abstract_snippet": " Abstract Objective This paper examines changing intimate premarital relationships in Taiwan . Background Marriages have been on the decline. Whether these foregone marriages are associated with a rise in cohabitation or other alternatives have become central to a thorough understanding of family changes, yet relevant research on Taiwan is limited. Methods The Taiwan Fertility and Fami"
}
],
"_citation_available": true
},
"ai_patterns_noticed": [],
"_integrity_available": true,
"other_issues_noticed": [],
"recommend_human_review": true,
"ai_assistance_rationale": "The text exhibits natural, idiosyncratic phrasing ('honestly just showing up', 'dropping what we are doing at the last minute') and varied sentence structures that mimic authentic student voice. There is no sterile symmetry or generic hedging soup. The citation formatting includes minor irregularities (extra spaces) consistent with manual typing rather than AI generation.",
"ai_assistance_likelihood": "none",
"limitations_of_screening": "Screening is advisory and cannot definitively rule out sophisticated AI mimicry or detect subtle plagiarism without human judgment.",
"recommended_review_reason": "Citation/quote flags: 2 reference issues, 0 quote concerns.",
"plagiarism_or_originality_flags": [
{
"concern": "Textbook title mismatch in reference check",
"severity": "low",
"evidence_quote": "\"The marriage and family experience: Intimate relationships in a changing society\""
}
]
}