{"id":"W1918053618","doi":"10.29173/cjs6306","title":"Public Sociology in Canada: Debates, Research and Historical Context","year":2009,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Waterloo","funders":"","keywords":"Sociology; Sociology of disaster; Historical sociology; Public sociology; Politics; Context (archaeology); Economic sociology; Social science; Medical sociology; Law; Political science; Public health; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008939796,0.00008242256,0.000303996,0.0001419853,0.001286605,0.00003175405,0.0005180992,0.0002605251,0.0002424632],"category_scores_gemma":[0.004162688,0.00005965073,0.00004474489,0.0001716881,0.002562786,0.0001690094,0.00001471712,0.001456351,0.000004766783],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004220902,"about_ca_system_score_gemma":0.01743032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9683677,"about_ca_topic_score_gemma":0.9981224,"domain_scores_codex":[0.994477,0.004205714,0.0003533485,0.0001262792,0.0001898475,0.0006477734],"domain_scores_gemma":[0.9950662,0.003792361,0.0001846609,0.0001004615,0.0003291084,0.0005271769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007040953,0.00001877267,0.05801046,0.000001447287,0.00003205159,0.000359231,0.04879028,0.000001534115,0.000008482984,0.8589209,0.0218695,0.01191696],"study_design_scores_gemma":[0.0002515965,0.0002833414,0.04475423,0.000005711681,0.000004545541,0.00003886458,0.02227823,0.000001025904,5.954744e-7,0.5292687,0.4030274,0.0000857795],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6501665,0.009892679,0.000003639424,0.3273222,0.000462387,0.0001067736,0.000002273175,0.000002834017,0.0120407],"genre_scores_gemma":[0.9943107,0.0002816291,0.000009731913,0.004572687,0.000328304,0.000001566637,6.50811e-7,0.000003405162,0.0004913328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3811579,"threshold_uncertainty_score":0.9996017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3486553416721308,"score_gpt":0.3684329438937785,"score_spread":0.01977760222164765,"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."}}