{"id":"W3205290715","doi":"10.11575/cpai.v4i1.72852","title":"Championing academic integrity in academic development","year":2021,"lang":"en","type":"article","venue":"University of Calgary","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Assiniboine Community College","funders":"","keywords":"Academic integrity; Learning development; Session (web analytics); Officer; Work (physics); Quality (philosophy); Academic community; Higher education; Research integrity; Subject (documents); Medical education; Engineering ethics; Pedagogy; Psychology; Public relations; Computer science; Engineering; Political science; Medicine; Library science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001274301,0.00007663459,0.0001707356,0.0001109716,0.000289503,0.000003988108,0.0003596747,0.001016255,0.0005046705],"category_scores_gemma":[0.0003966271,0.00009916165,0.00004959717,0.0003508849,0.0002613226,0.0002275747,0.0001272217,0.003640122,0.00004705384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002552705,"about_ca_system_score_gemma":0.001238243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003202487,"about_ca_topic_score_gemma":0.002677908,"domain_scores_codex":[0.9987261,0.0002897433,0.0001727952,0.0001979942,0.0003405215,0.0002728582],"domain_scores_gemma":[0.999411,0.0002053128,0.00008367402,0.00007757906,0.0001149635,0.0001073969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001558565,0.0001175634,0.2635756,0.00009020087,0.00007078601,0.0003749159,0.3244075,0.00002123181,0.002853845,0.3138067,0.008746972,0.08577878],"study_design_scores_gemma":[0.0006945279,0.00001144171,0.06282898,0.0004104351,0.00001853202,0.000005971666,0.06436057,0.0002086228,0.003213067,0.005896243,0.8619946,0.000357048],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8911076,0.0008619071,0.004082755,0.004237623,0.0002356583,0.0001366788,0.000002315824,0.0000617176,0.09927373],"genre_scores_gemma":[0.980101,0.002481935,0.005450131,0.0005922596,0.00009997041,2.307018e-7,0.00002150595,0.000006715404,0.01124623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8532476,"threshold_uncertainty_score":0.9986585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.035217588719002,"score_gpt":0.281689680743396,"score_spread":0.246472092024394,"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."}}