{"id":"W1543166761","doi":"10.7202/1007779ar","title":"La grande mutation des professions au Québec, 1971-2006","year":2012,"lang":"fr","type":"article","venue":"Les Cahiers des dix","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0009985581,0.0001871028,0.0001952288,0.00003679379,0.002868001,0.00009529936,0.0003104941,0.000392803,0.0003827294],"category_scores_gemma":[0.0004620068,0.0001717566,0.0001539571,0.00081512,0.006699395,0.001003116,0.0000401432,0.0003469235,0.000204171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001481173,"about_ca_system_score_gemma":0.0006652209,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6532559,"about_ca_topic_score_gemma":0.7014015,"domain_scores_codex":[0.9975317,0.0005730032,0.0002316079,0.0002340856,0.0004876372,0.0009420328],"domain_scores_gemma":[0.9987933,0.0004167923,0.0001910924,0.0001302031,0.00007618082,0.0003924511],"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":[0.00001001398,0.0001634241,0.2291991,0.00005448658,0.00002395862,0.000006482619,0.4561238,0.00001061994,0.00003282008,0.1050807,0.003228056,0.2060665],"study_design_scores_gemma":[0.0003048407,0.00005384587,0.3623229,0.0001998404,0.00008366923,0.000007556856,0.1119557,0.00002580644,0.00007072907,0.01516492,0.5094208,0.0003893791],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9461586,0.01040034,0.0008773847,0.004416171,0.0019897,0.0002045489,0.00002870494,0.00006235192,0.03586216],"genre_scores_gemma":[0.9129766,0.0007179801,0.0007244392,0.0002062768,0.0009421503,0.00002746363,0.000003720055,0.00001575984,0.0843856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5061927,"threshold_uncertainty_score":0.9984301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04029671616956181,"score_gpt":0.3267166317743867,"score_spread":0.2864199156048249,"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."}}