{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008590361,0.0005860204,0.0009792999,0.007768673,0.0399824,0.02561897,0.003404506,0.008033093,0.00738375],"category_scores_gemma":[0.01516287,0.0005967089,0.0004664782,0.02487483,0.0378966,0.008448175,0.005139443,0.007521665,0.0004427941],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.3673475,"about_ca_system_score_gemma":0.4298451,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9932883,"about_ca_topic_score_gemma":0.9953806,"domain_scores_codex":[0.9925635,0.001341998,0.0001485547,0.0006449196,0.002599685,0.002701269],"domain_scores_gemma":[0.9821829,0.005845299,0.0008948285,0.0004883141,0.007607119,0.002981446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003826956,0.0000456154,0.002960342,0.0003590832,0.00001646427,0.0003937633,0.03866341,0.0003422803,0.0001097289,0.8196793,0.1057085,0.03168328],"study_design_scores_gemma":[0.00001226264,0.00001560949,0.01027388,0.001554736,0.00002440325,0.0001800884,0.06639887,0.000466099,0.0002411429,0.03013513,0.8906085,0.00008932708],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03503838,0.2167028,0.001402784,0.5271963,0.004308178,0.00005565042,0.0007175816,0.00007728389,0.214501],"genre_scores_gemma":[0.726456,0.152824,0.001921748,0.06222571,0.002856614,0.0001238834,0.0004083757,0.000149123,0.05303452],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6326525,"threshold_uncertainty_score":0.7337872,"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."}}