{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03955126,0.0004582959,0.000466693,0.002769588,0.01416348,0.02152984,0.002418274,0.00558608,0.0069682],"category_scores_gemma":[0.08117091,0.0006155164,0.0005776545,0.001644212,0.03307348,0.01410023,0.02805209,0.008678271,0.0021752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01245597,"about_ca_system_score_gemma":0.03910278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009747627,"about_ca_topic_score_gemma":0.01341041,"domain_scores_codex":[0.9464595,0.03535451,0.00181334,0.002098754,0.009424311,0.004849519],"domain_scores_gemma":[0.8738679,0.04078525,0.01289107,0.01012393,0.03226585,0.03006582],"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":[0.00006936924,0.0005010233,0.03021432,0.0009585824,0.00005782667,0.0008791217,0.3215104,0.0003585475,0.001064065,0.2667893,0.06659484,0.3110026],"study_design_scores_gemma":[0.0000429957,0.000244756,0.01767021,0.002356833,0.00004442959,0.001278906,0.1510804,0.0004593124,0.002321483,0.09160133,0.7327822,0.0001171234],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1378535,0.01175018,0.02750186,0.3908796,0.003706345,0.000540002,0.00005822771,0.0005728857,0.4271373],"genre_scores_gemma":[0.9300744,0.004280805,0.01363413,0.01844869,0.0005584308,0.0003024231,0.00004438285,0.0001509554,0.03250578],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9944139,"threshold_uncertainty_score":0.2091696,"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."}}