{"id":"W2008378918","doi":"10.7202/1002088ar","title":"Paroles sociologiques : itinéraire et plaidoyer","year":2011,"lang":"fr","type":"article","venue":"Cahiers de recherche sociologique","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006602542,0.0003877305,0.0003411761,0.001529727,0.008521457,0.006813966,0.001040229,0.002768538,0.01543604],"category_scores_gemma":[0.01020333,0.0003893464,0.0003326344,0.001199172,0.01786397,0.006500503,0.004958929,0.004960247,0.002036823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005903237,"about_ca_system_score_gemma":0.008290363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01206007,"about_ca_topic_score_gemma":0.01866849,"domain_scores_codex":[0.9923282,0.005488896,0.0002081959,0.0004203144,0.0007909763,0.0007634672],"domain_scores_gemma":[0.9941134,0.002687396,0.0008188902,0.0005088598,0.0008955235,0.0009759616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000376166,0.00006973893,0.004090516,0.0001216583,0.000004008688,0.001111279,0.1216447,0.00009529146,0.0007679045,0.8320099,0.01196931,0.02807811],"study_design_scores_gemma":[0.00001724616,0.00007338189,0.01087751,0.0004036681,0.000005494888,0.001240066,0.1581694,0.0003888946,0.0006016106,0.1109407,0.7172352,0.00004676213],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1928472,0.01262137,0.03554927,0.1842131,0.002195515,0.0003595415,0.0003022707,0.000309724,0.5716019],"genre_scores_gemma":[0.8961685,0.004562693,0.005115181,0.00394227,0.0006122438,0.0003098474,0.00009576834,0.0001243636,0.08906923],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01543604,"threshold_uncertainty_score":0.05163872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6923835050318766,"score_gpt":0.5392927545896465,"score_spread":0.1530907504422301,"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."}}