{"id":"W1513492094","doi":"10.29173/cjs1036","title":"Political Affiliation of Canadian Professors","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Academic Freedom and Politics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Status quo; Sociology; Democracy; Liberalism; Prestige; Sexual orientation; Political science; Humanities; Law; Gender studies; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002081571,0.0002135924,0.0002951079,0.005505247,0.007667087,0.00279563,0.0008516487,0.0005030545,0.007821046],"category_scores_gemma":[0.008353985,0.000178584,0.000296918,0.008695755,0.001406215,0.0006559638,0.001765098,0.0006119242,0.0007151446],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04313091,"about_ca_system_score_gemma":0.03349777,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9672666,"about_ca_topic_score_gemma":0.985669,"domain_scores_codex":[0.9959934,0.0003673862,0.0001180535,0.0004047796,0.00162975,0.001486674],"domain_scores_gemma":[0.992134,0.0006036213,0.001204386,0.0002309737,0.00399366,0.001833322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001902028,0.00005868525,0.8405986,0.0001368677,0.00003871928,0.0002188337,0.07083622,0.0002339338,0.001769953,0.01157779,0.015702,0.05863816],"study_design_scores_gemma":[0.000005981092,0.00002392453,0.9203735,0.00004816057,0.00001518707,0.00006011311,0.03695393,0.0002123666,0.0003233093,0.0002259815,0.04171894,0.00003863755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630379,0.00059768,0.000154519,0.001447357,0.00003550394,0.00005415729,0.002173422,0.00001264926,0.03248684],"genre_scores_gemma":[0.9900322,0.0004446822,0.0001984967,0.0002353074,0.00002041568,0.00003216748,0.0007094595,0.000008412013,0.008318917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9923329,"threshold_uncertainty_score":0.3129381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08580767710374163,"score_gpt":0.3245797170562592,"score_spread":0.2387720399525176,"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."}}