{"id":"W1501698160","doi":"10.7202/045790ar","title":"Mutations des classes moyennes au Québec entre 1982 et 2008","year":2011,"lang":"fr","type":"article","venue":"Les Cahiers des dix","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Physics; Philosophy","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","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0004019593,0.000235495,0.0002378986,0.00005311525,0.002278605,0.0001271488,0.0005037244,0.0002927049,0.001584752],"category_scores_gemma":[0.0004698797,0.0002312559,0.0002045366,0.000971791,0.009686506,0.0009011923,0.00005061675,0.0002804115,0.0003044948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001230797,"about_ca_system_score_gemma":0.001370236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9273357,"about_ca_topic_score_gemma":0.9683688,"domain_scores_codex":[0.9977639,0.0003013904,0.0002782993,0.0003806348,0.0004505313,0.0008252584],"domain_scores_gemma":[0.9988129,0.0003253394,0.0002143112,0.0001713747,0.0001416897,0.0003344189],"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":[0.00001104683,0.0001786454,0.1601636,0.00004117225,0.00005419959,0.00002602469,0.5406854,0.00002290447,0.0000212854,0.227779,0.004721724,0.0662949],"study_design_scores_gemma":[0.0003264619,0.0001837759,0.2851822,0.0001803223,0.0001414591,0.000009561091,0.1979705,0.00006345684,0.0002092972,0.06374449,0.4513007,0.0006877163],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8981248,0.006539207,0.0005585686,0.004365437,0.001225928,0.0001725234,0.00008208706,0.00008206908,0.08884934],"genre_scores_gemma":[0.8996185,0.002943119,0.002405329,0.0004327423,0.0003942984,0.00002153716,0.000005258712,0.00001976503,0.09415942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.446579,"threshold_uncertainty_score":0.999328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05110599478374634,"score_gpt":0.2907666961000254,"score_spread":0.239660701316279,"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."}}