{"id":"W7009626689","doi":"","title":"ESL Student Plagiarism Prevention Challengesand Institutional Interventions","year":2021,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Nucleofection; Dysgeusia; Subpoena; Pretext; Demotion; Circumstantial evidence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007735831,0.0004852906,0.0004078357,0.001054062,0.005365522,0.003791467,0.002323806,0.001874165,0.01007739],"category_scores_gemma":[0.0215446,0.0002384739,0.0006373847,0.0006380599,0.002057964,0.002704401,0.009350402,0.002488225,0.00104913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00449829,"about_ca_system_score_gemma":0.01772149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002425016,"about_ca_topic_score_gemma":0.007533763,"domain_scores_codex":[0.9916408,0.004846851,0.0002917575,0.0003987304,0.001030245,0.001791627],"domain_scores_gemma":[0.986139,0.004342847,0.001872913,0.000854153,0.001563778,0.005227337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004025691,0.01388423,0.04828248,0.002950811,0.00009095576,0.001097325,0.07929132,0.0006866022,0.001960163,0.01032183,0.0192254,0.8218064],"study_design_scores_gemma":[0.0004665178,0.006720817,0.1574347,0.008496273,0.0002648831,0.001179799,0.5669788,0.001924087,0.008829727,0.01722036,0.230277,0.0002070303],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9189063,0.004010946,0.003387757,0.02923076,0.0004537276,0.001139697,0.00008926427,0.0003224684,0.0424592],"genre_scores_gemma":[0.9843866,0.002022744,0.003726069,0.001424119,0.00008827417,0.0008266428,0.00006938611,0.0000152984,0.007440754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9981259,"threshold_uncertainty_score":0.0409115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06423010000036705,"score_gpt":0.32968313394863,"score_spread":0.265453033948263,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}