{"id":"W2052263454","doi":"10.7202/706480ar","title":"Les Québécois devant les services sociaux. Un univers de transition?","year":2005,"lang":"fr","type":"article","venue":"Service social","topic":"Social Policies and Family","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000757864,0.0004190613,0.0004735015,0.00008048039,0.004109649,0.0001777882,0.00073201,0.0009780432,0.001575297],"category_scores_gemma":[0.00001494526,0.0005217173,0.0004381929,0.001176031,0.0007802258,0.0005854417,0.00008854173,0.0005576549,0.0004232353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001851997,"about_ca_system_score_gemma":0.001088493,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6614674,"about_ca_topic_score_gemma":0.6666182,"domain_scores_codex":[0.9962821,0.0006860205,0.0004387291,0.0004507678,0.0008639963,0.001278402],"domain_scores_gemma":[0.9985974,0.0001689005,0.0002609974,0.0001599054,0.0004900404,0.0003227484],"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":[0.00004136499,0.0002787645,0.0004693651,0.0002279705,0.0002373524,0.0000116058,0.6382532,0.0001037911,0.0001344189,0.1348771,0.003379802,0.2219853],"study_design_scores_gemma":[0.0007735306,0.00003881747,0.01624061,0.00007758324,0.0003195859,0.000002236175,0.427094,0.0003421657,0.00003468525,0.007999637,0.5464638,0.0006133446],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6496729,0.006208607,0.00007690267,0.2870503,0.0009675563,0.0003125417,0.0002390316,0.0002546764,0.05521757],"genre_scores_gemma":[0.9571834,0.002646864,0.000526425,0.02666404,0.01019149,0.00001713621,0.00003758605,0.00008025565,0.002652856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5430841,"threshold_uncertainty_score":0.9997234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02754597896371168,"score_gpt":0.3014319137075436,"score_spread":0.2738859347438319,"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."}}