{"id":"W893013808","doi":"","title":"Travail indépendant et immigrés au Canada: le cas de Montréal, Toronto et Vancouver","year":2012,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005242922,0.0008038423,0.000969885,0.002232333,0.01707541,0.005437612,0.001845003,0.001732762,0.01068864],"category_scores_gemma":[0.001796967,0.000812904,0.0007932489,0.007877728,0.003387691,0.001367524,0.003522344,0.003723782,0.0006432866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07604094,"about_ca_system_score_gemma":0.1135858,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9982542,"about_ca_topic_score_gemma":0.9995838,"domain_scores_codex":[0.9982539,0.0001328392,0.00005353295,0.0001555674,0.0002888074,0.001115284],"domain_scores_gemma":[0.9966298,0.0001927672,0.0003198117,0.00006299142,0.0007120828,0.0020825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003699065,0.0002399114,0.8092384,0.0003416889,0.0002127549,0.0112833,0.1096632,0.0004200651,0.00100545,0.008385175,0.02175773,0.03708254],"study_design_scores_gemma":[0.00002994974,0.00006048503,0.8219668,0.0004325749,0.0000837009,0.001507515,0.1490637,0.0002504394,0.0001633032,0.0003510854,0.02598343,0.000107041],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753976,0.004587771,0.0001472992,0.005372266,0.0001019085,0.00006846389,0.002104859,0.00002813716,0.01219168],"genre_scores_gemma":[0.973684,0.004179198,0.0002079933,0.0006522519,0.00004053619,0.00003425032,0.0007312183,0.00003704438,0.0204335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07604094,"threshold_uncertainty_score":0.5517182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03663764599986018,"score_gpt":0.3366917189120029,"score_spread":0.3000540729121427,"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."}}