{"id":"W7113584030","doi":"","title":"Using the Law to Restore the Purpose of Canadian Universities","year":2025,"lang":"","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Legislation; Work (physics); Agency (philosophy); Legislature","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":[],"consensus_categories":[],"category_scores_codex":[0.002821475,0.0007427647,0.0005630772,0.002512799,0.01875047,0.01207301,0.002435679,0.01126352,0.08413114],"category_scores_gemma":[0.01633299,0.0006869409,0.000853473,0.002403013,0.004678479,0.003488884,0.003413824,0.009208756,0.0164866],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09103752,"about_ca_system_score_gemma":0.1525553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9834748,"about_ca_topic_score_gemma":0.9881892,"domain_scores_codex":[0.9932823,0.0002691,0.000117736,0.000457494,0.003460949,0.002412394],"domain_scores_gemma":[0.9924842,0.0007328759,0.000120299,0.0006782054,0.004814324,0.001170209],"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":[0.00002226071,0.00002801823,0.0005749672,0.00003302872,0.000007428143,0.0001224067,0.001139473,0.0001605034,0.0002583606,0.3568524,0.6266819,0.01411929],"study_design_scores_gemma":[0.00001064993,0.00000478182,0.001569956,0.00004256567,0.000008867763,0.00002789776,0.000710373,0.0001925025,0.000357092,0.008201635,0.9888374,0.00003640588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00391402,0.0008376152,0.001005688,0.03273271,0.001383029,0.0001474716,0.001933757,0.0004581664,0.9575876],"genre_scores_gemma":[0.03202781,0.0003682199,0.000813802,0.00839622,0.0001802981,0.00004782731,0.0003456874,0.0003057559,0.9575143],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9089625,"threshold_uncertainty_score":0.6605265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751177616796452,"score_gpt":0.2681643295413447,"score_spread":0.2406525533733802,"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."}}