{"id":"W7045524938","doi":"","title":"Associational activity as a route to public office : women in Nova Scotia municipal politics","year":2011,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Nova scotia; Government (linguistics); Work (physics); Negotiation","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":[0.001175763,0.0001199385,0.000270198,0.001049139,0.01655093,0.005457085,0.0008736211,0.001408055,0.01128815],"category_scores_gemma":[0.003843409,0.0003237576,0.0001563178,0.002075036,0.005679998,0.00152485,0.005963154,0.002054621,0.0006271115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02039053,"about_ca_system_score_gemma":0.02250461,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8739856,"about_ca_topic_score_gemma":0.9577134,"domain_scores_codex":[0.996914,0.0006575516,0.00005616868,0.0001431736,0.0001918752,0.002037127],"domain_scores_gemma":[0.994927,0.000711803,0.0006794573,0.00009361745,0.0003539397,0.003234147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002426609,0.0001498741,0.2016213,0.0001085252,0.00001840193,0.002517216,0.7323182,0.0001282376,0.0007797649,0.02152654,0.01693008,0.02365908],"study_design_scores_gemma":[0.0000126736,0.00003308814,0.2032316,0.0001451119,0.000007374869,0.0001375864,0.7593204,0.00008521609,0.00006064808,0.0005090834,0.03643924,0.0000180149],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9582129,0.0004072274,0.00006163037,0.008107759,0.00006248448,0.00002987737,0.0001208843,0.000005260845,0.032992],"genre_scores_gemma":[0.9855925,0.0002123923,0.00001984933,0.0005601634,0.00001310031,0.00001303537,0.00002514244,0.000006075762,0.01355776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1260144,"threshold_uncertainty_score":0.2535129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01817338031392102,"score_gpt":0.2128536919670166,"score_spread":0.1946803116530956,"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."}}