{"id":"W653042729","doi":"","title":"Travail indépendant et immigrants au Canada","year":2014,"lang":"fr","type":"preprint","venue":"Érudit documents and data repository (Érudit Consortium, University of Montreal)","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Census; Ethnic group; Demographic economics; Political science; Humanities; Geography; Ethnology; Sociology; Demography; Economics; Population; Art","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":[0.0008938101,0.0002807196,0.0005308687,0.002696406,0.006623711,0.003326171,0.0006928196,0.000435379,0.006614162],"category_scores_gemma":[0.00350274,0.0002137852,0.0003339674,0.009901565,0.00146306,0.0006706371,0.001404532,0.0009428544,0.0003884152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02970319,"about_ca_system_score_gemma":0.05203237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972723,"about_ca_topic_score_gemma":0.9986047,"domain_scores_codex":[0.9989616,0.00008593979,0.00005303066,0.0001529804,0.0003251439,0.0004213561],"domain_scores_gemma":[0.9968597,0.0003553617,0.0004445187,0.00008720323,0.001481271,0.0007719094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002986233,0.00008958406,0.8374446,0.0002929839,0.0001108716,0.0009709843,0.078788,0.0003019932,0.0005106012,0.004685251,0.01368721,0.06281924],"study_design_scores_gemma":[0.00001232535,0.00002304234,0.9048929,0.0002401183,0.00004712262,0.0000879731,0.06446054,0.0001350223,0.000165843,0.000169441,0.02972701,0.00003859399],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711562,0.002654183,0.0001419583,0.001436325,0.00004266736,0.00005023667,0.005961373,0.00001589987,0.01854122],"genre_scores_gemma":[0.9714685,0.003549477,0.0002803968,0.0004050416,0.00002330701,0.00005325512,0.003265493,0.00002125993,0.02093329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02970319,"threshold_uncertainty_score":0.2155128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01456346867421181,"score_gpt":0.2339428370020878,"score_spread":0.2193793683278761,"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."}}