final_evaluation
{
"rationale": "The student failed to meet the core 'Use your own words (no generative AI)' requirement by lifting a verbatim quote from the textbook without quotation marks, indicating AI assistance or plagiarism. Additionally, there is an APA citation error where the in-text year (2021) does not match the reference list year (2020). The narrative flow also has a jarring transition between past experiences and future intentions. While the word count appears sufficient and specific family values are identified, these substantive integrity issues and formatting errors prevent full credit.",
"fulfillment": "partial",
"top_priority_revisions": [
"Rewrite the section containing the lifted text entirely in original student voice, ensuring no direct copying from Cohen & Strong occurs.",
"Correct the citation date to (2020) throughout both the reference list and any parenthetical citations.",
"Smoothly bridge the paragraph describing past experiences with the reflection on future values using a transitional phrase that logically connects the two timeframes."
],
"missing_or_weak_elements": [
"Originality: Lifting verbatim text from Cohen & Strong without quotation marks violates the 'no generative AI' and academic honesty policies.",
"APA Accuracy: In-text citation year (2021) mismatches the reference list entry (2020).",
"Narrative Flow: Abrupt transition between describing past discipline methods and stating future parenting intentions."
]
}
integrity_review
{
"desklib": {
"note": "Desklib stylistic classifier only \u2014 not proof of AI use; false positives occur on polished student / L2 writing.",
"label": "ai",
"model": "desklib/ai-text-detector-v1.01",
"device": "cuda",
"threshold": 0.5,
"chunk_count": 1,
"ai_probability": 0.7187,
"_desklib_available": true,
"pattern_likelihood_band": "high",
"max_chunk_ai_probability": 0.7187,
"mean_chunk_ai_probability": 0.7187
},
"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 1 references (0 not found, 1 metadata mismatch); 1 quotes (1 without nearby citation).",
"quotes_checked": [
{
"notes": "Quoted text has no nearby parenthetical citation.",
"quote": "Our familial life reflects decisions we face, the choices we make, and the opportunities and/or constraints we confront. In the wider discourse about families, we tend to encounter mostly individualistic explanations for what people experience, focusing sometimes exclusively on p",
"citation_hint": "",
"match_vs_source": "missing_citation",
"has_nearby_citation": false
}
],
"references_checked": [
{
"raw": "Cohen, T. F., & Strong, B. (2021). The marriage and family experience: Intimate relationships in a changing society (14th ed.). Cengage.",
"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 writing exhibits authentic personal narrative voice with specific, idiosyncratic details (e.g., the distinction between discipline at grandparents' houses vs. parents', the mother's single instance of spanking). Transitions are natural and conversational rather than mechanically perfect or templated. The tone varies appropriately from descriptive to reflective without the 'sterile' quality often associated with AI generation.",
"ai_assistance_likelihood": "none",
"limitations_of_screening": "This screening is advisory only; it cannot definitively prove authorship or detect sophisticated paraphrasing. The absence of flagged patterns does not guarantee originality.",
"recommended_review_reason": "Citation/quote flags: 1 reference issues, 1 quote concerns.",
"plagiarism_or_originality_flags": [
{
"concern": "Direct quote inserted without standard APA parenthetical formatting (missing page number in the citation)",
"severity": "low",
"evidence_quote": "\"Our familial life reflects decisions we face, the choices we make, and the opportunities and/or constraints we confront. In the wider discourse about families, we tend to encounter mostly individualistic explanations for what people experience, focusing sometimes exclusively on personal choices\" (Cohen & Strong, 2021, p. 56)."
}
]
}