{"id":"W6884642139","doi":"10.11575/cpai.v5i1.75620","title":"Mobilizing Knowledge","year":2022,"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":"","funders":"","keywords":"Academic integrity; Cheating; Academic dishonesty; Work (physics); Personal Integrity; Agency (philosophy)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01462569,0.0005948322,0.0006214828,0.003281543,0.01802604,0.02441272,0.003858401,0.00837564,0.02812932],"category_scores_gemma":[0.02730374,0.0003206805,0.0006270634,0.003364494,0.03941589,0.02076038,0.02485078,0.006155521,0.004401717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01980094,"about_ca_system_score_gemma":0.05188902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08024673,"about_ca_topic_score_gemma":0.09300802,"domain_scores_codex":[0.9850638,0.005899786,0.0003111213,0.001106451,0.00467894,0.002939989],"domain_scores_gemma":[0.9777609,0.009593811,0.001136003,0.003150003,0.004368398,0.003990913],"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":[0.00001340988,0.00002031514,0.0002901587,0.0001229463,0.000009923622,0.0001866618,0.03074126,0.0001900068,0.0001295483,0.8727348,0.05358697,0.04197393],"study_design_scores_gemma":[0.000007735987,0.000009961161,0.0001629925,0.0005016595,0.000006491835,0.00009385873,0.02014702,0.0001612213,0.0001817208,0.2155976,0.7631114,0.00001835219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006960965,0.008298728,0.0116959,0.1987504,0.002533779,0.00006863883,0.00008118139,0.0001178659,0.7714925],"genre_scores_gemma":[0.7268199,0.01597648,0.01022386,0.03636042,0.002398873,0.000166237,0.000241879,0.0002970008,0.2075153],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9916244,"threshold_uncertainty_score":0.1595593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01794754842854565,"score_gpt":0.2460576374857358,"score_spread":0.2281100890571902,"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."}}