{"id":"W104957292","doi":"10.14742/apubs.2008.2416","title":"Academic integrity compliance and education","year":2008,"lang":"en","type":"article","venue":"ASCILITE Publications","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Academic integrity; Compliance (psychology); Research integrity; Engineering ethics; Psychology; Engineering; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008887103,0.00006859821,0.00008320399,0.00009437127,0.001097364,0.00003808619,0.0003033692,0.0003975534,0.0002170276],"category_scores_gemma":[0.001603207,0.00007134072,0.00002712823,0.0004789697,0.0004923778,0.0006339112,0.00003678202,0.001416685,0.0001545211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008638462,"about_ca_system_score_gemma":0.0007825664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00254062,"about_ca_topic_score_gemma":0.0003535705,"domain_scores_codex":[0.9989997,0.0001575402,0.0001756584,0.0002145246,0.0002386771,0.000213891],"domain_scores_gemma":[0.9990151,0.0002381927,0.00006761195,0.0001781274,0.0003266944,0.0001743007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002137366,0.00005487402,0.05555057,0.000006164571,0.000006222229,8.765944e-8,0.01883763,1.730665e-7,0.00005183911,0.7997112,0.09218248,0.03359661],"study_design_scores_gemma":[0.0000421876,0.000003522503,0.0919203,0.00001080914,0.00000415971,0.000008109772,0.00170083,0.00004293734,0.00001015052,0.02484175,0.8813257,0.00008961128],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3561146,0.002420014,0.002530716,0.1994747,0.000577573,0.0005627098,0.0000456267,0.0003805778,0.4378935],"genre_scores_gemma":[0.9684313,0.002381372,0.002084711,0.002043949,0.0003358433,0.00007755027,0.00004236863,0.00000532484,0.02459759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7891431,"threshold_uncertainty_score":0.8440145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103047058799333,"score_gpt":0.3743271646728122,"score_spread":0.2712801058734792,"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."}}