{"id":"W7048124977","doi":"","title":"L'apolitisme municipal québécois au prisme des partis politiques municipaux : une approche terrain","year":2012,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Terrain; Headline; Context (archaeology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004526811,0.0006182248,0.0005734746,0.0002180528,0.0006255039,0.0002793011,0.001098618,0.0004471531,0.0003822698],"category_scores_gemma":[0.0008381283,0.0007205161,0.0003053788,0.0006897089,0.0008156173,0.0008286534,0.0005917009,0.0007147699,0.0002046673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000686922,"about_ca_system_score_gemma":0.0002786296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5953355,"about_ca_topic_score_gemma":0.3742709,"domain_scores_codex":[0.9932334,0.0032338,0.0007917861,0.0005636184,0.0003256561,0.001851738],"domain_scores_gemma":[0.9951566,0.001247662,0.0002654721,0.001765452,0.0007523308,0.0008125192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001122077,0.0008459202,0.001474778,0.0005430391,0.0001869353,0.000008354925,0.7792529,0.0001025095,0.01956774,0.1699997,0.001475014,0.02653185],"study_design_scores_gemma":[0.002274788,0.000006885788,0.01682668,0.007600715,0.0004930628,0.0004593883,0.1890463,0.04699187,0.3449456,0.03903599,0.3490761,0.003242588],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8490828,0.02048743,0.0329794,0.008385957,0.0006087329,0.0005993586,0.0001772929,0.0005167513,0.08716231],"genre_scores_gemma":[0.9418052,0.002804946,0.04012178,0.0001377692,0.0001937732,0.0001403818,0.0002687043,0.0001522058,0.0143752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5902066,"threshold_uncertainty_score":0.9995246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287185495082656,"score_gpt":0.2432623900295591,"score_spread":0.2203905350787325,"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."}}