{"id":"W2327753551","doi":"10.1017/s0008423910000740","title":"Professionalism, Sociability and the Liberal Party in the Constituencies","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Political Science","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Political science; Parliament; Politics; Public administration; Humanities; Sociology; Law","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":[0.001748645,0.0001280073,0.000177925,0.002279613,0.006335973,0.003762094,0.0004451823,0.0003539678,0.0059884],"category_scores_gemma":[0.003560526,0.0001287425,0.0001524625,0.001714726,0.005855157,0.0008107673,0.002292981,0.0005304041,0.0003012366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007625067,"about_ca_system_score_gemma":0.005565632,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2628718,"about_ca_topic_score_gemma":0.4933888,"domain_scores_codex":[0.9980509,0.0003954175,0.00004723324,0.0001328722,0.0006990456,0.0006746232],"domain_scores_gemma":[0.9970666,0.0005794492,0.0005802292,0.00009154954,0.0005250872,0.00115707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001635185,0.0001593486,0.6390711,0.0001270302,0.00002703134,0.0006836946,0.2705618,0.0002020574,0.001919028,0.03114236,0.002097361,0.05384562],"study_design_scores_gemma":[0.000004222296,0.00004773224,0.8580579,0.00003572492,0.000006882549,0.0001089511,0.1209278,0.0001148419,0.0001041959,0.0008149149,0.01976565,0.00001124499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9545477,0.0001898214,0.000150111,0.000454332,0.00001728583,0.00001210157,0.00002975696,0.000004386009,0.04459445],"genre_scores_gemma":[0.9974246,0.00004247896,0.00003363318,0.00002259539,0.000007884759,0.00000341972,0.00001368235,0.000001402596,0.002450389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7371282,"threshold_uncertainty_score":0.5226834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02073131623851785,"score_gpt":0.2939991832432062,"score_spread":0.2732678670046884,"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."}}