{"id":"W4400482754","doi":"10.55016/ojs/cpai.v4i2.74231","title":"Integrating Academic Integrity into Future Professions","year":2021,"lang":"en","type":"article","venue":"Canadian Perspectives on Academic Integrity","topic":"Academic integrity and plagiarism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Georgian College","funders":"","keywords":"Academic integrity; Research integrity; Engineering ethics; Computer science; Psychology; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.02844781,0.0005320982,0.0006202275,0.001697605,0.03793321,0.01980991,0.002501505,0.008381186,0.01187372],"category_scores_gemma":[0.05478431,0.000433666,0.0007789692,0.001200142,0.05317547,0.01597273,0.02250246,0.02003985,0.003217804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03225327,"about_ca_system_score_gemma":0.08454297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08586308,"about_ca_topic_score_gemma":0.1212877,"domain_scores_codex":[0.9613461,0.01583041,0.0008920386,0.00137454,0.01537297,0.005183877],"domain_scores_gemma":[0.9369709,0.012557,0.004455191,0.005590487,0.02372297,0.01670345],"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":[0.00002830715,0.00007788503,0.001811382,0.0002007334,0.00001325825,0.0005323668,0.1574425,0.000528053,0.0009750464,0.7165451,0.04749038,0.07435506],"study_design_scores_gemma":[0.000008561109,0.00007642946,0.001796538,0.0006679498,0.000009804498,0.0005744824,0.04741144,0.0003787047,0.0008819122,0.1172317,0.830874,0.0000884847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02408365,0.004568782,0.03100841,0.3602929,0.003781389,0.0001794667,0.0000359123,0.0004106772,0.5756388],"genre_scores_gemma":[0.8424864,0.003855416,0.01492901,0.03840821,0.001253477,0.0001151071,0.00003758325,0.0003138173,0.09860091],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08586308,"threshold_uncertainty_score":0.2340149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03150691308151877,"score_gpt":0.349813316473111,"score_spread":0.3183064033915923,"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."}}