{"id":"W4400482800","doi":"10.55016/ojs/cpai.v6i1.76570","title":"An Officer and a Strategist","year":2023,"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":"University of Manitoba; Assiniboine Community College","funders":"","keywords":"Strategist; Officer; Management; Political science; Economics; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004854652,0.0008573164,0.0005388167,0.001286564,0.02102651,0.01153264,0.001801658,0.00661686,0.06608744],"category_scores_gemma":[0.01405709,0.0005889831,0.0004765111,0.001097612,0.005944475,0.006738033,0.005894384,0.01186431,0.02365891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01919225,"about_ca_system_score_gemma":0.06796656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1841453,"about_ca_topic_score_gemma":0.2658651,"domain_scores_codex":[0.9918489,0.001326502,0.0002637374,0.000910093,0.003639393,0.002011343],"domain_scores_gemma":[0.9829671,0.0007677636,0.0003548114,0.0004203973,0.005480979,0.01000902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001417541,0.00002551947,0.0003614167,0.00004630145,0.00000369112,0.0002797423,0.001824493,0.00005403337,0.0001700136,0.04152602,0.9356899,0.02000476],"study_design_scores_gemma":[0.000002267088,0.000009072444,0.0001468485,0.00004761411,0.000001650205,0.0001109827,0.002395957,0.00004543682,0.00003817428,0.001277881,0.995915,0.000009062144],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002465198,0.004375309,0.00386045,0.6017148,0.04136167,0.0002887115,0.0001812924,0.0004269924,0.3453255],"genre_scores_gemma":[0.03074539,0.003020994,0.002345348,0.1092411,0.002492954,0.00009032191,0.0001038082,0.0001894496,0.8517706],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1841453,"threshold_uncertainty_score":0.3661469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03910874790173826,"score_gpt":0.3507112132328145,"score_spread":0.3116024653310763,"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."}}