{"id":"W4391263655","doi":"10.7202/1108911ar","title":"Expressive Freedom and Ethical Responsibility at Canadian Universities","year":2024,"lang":"en","type":"article","venue":"Atlantis Critical Studies in Gender Culture & Social Justice","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Ethical responsibility; Academic freedom; Political science; Engineering ethics; Psychology; Public relations; Law; Engineering; Higher education","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":[0.00739047,0.0004876806,0.0005244656,0.002499166,0.06356474,0.01425241,0.002126741,0.005235547,0.008076067],"category_scores_gemma":[0.01366956,0.0005039321,0.0005426415,0.002819096,0.05241391,0.005086785,0.01211024,0.007227945,0.0003830741],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1927138,"about_ca_system_score_gemma":0.2087689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9804145,"about_ca_topic_score_gemma":0.9890323,"domain_scores_codex":[0.983328,0.003653192,0.0003287962,0.001084495,0.005509437,0.006096097],"domain_scores_gemma":[0.9894806,0.003557703,0.0007967443,0.0004554033,0.00265781,0.003051746],"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":[0.00003841488,0.00002290504,0.003310383,0.00008982579,0.0000109029,0.00106977,0.2114079,0.0004791678,0.0005593569,0.7395913,0.01383067,0.02958932],"study_design_scores_gemma":[0.00002045739,0.00002441033,0.01401823,0.0006264254,0.00002592185,0.0005017871,0.3034247,0.0006344042,0.0007515015,0.1034348,0.5763224,0.000215045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.199556,0.01141066,0.004621946,0.09992062,0.0009028607,0.00008091003,0.0001059213,0.00008216474,0.6833189],"genre_scores_gemma":[0.9638798,0.002078531,0.000669621,0.003831183,0.00008113708,0.00001617211,0.00001923187,0.00002897908,0.02939541],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8072862,"threshold_uncertainty_score":0.9363375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06144812330093676,"score_gpt":0.3971080315799417,"score_spread":0.3356599082790049,"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."}}