{"id":"W4285240527","doi":"10.4000/hommesmigrations.13743","title":"Le Canada : pays de « l’immigration choisie » ?","year":2022,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Immigration; Political science; Ethnology; Sociology; Art; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002728809,0.00009274871,0.0001189167,0.0001819977,0.005603066,0.0002281183,0.0002482149,0.00005559947,0.003937774],"category_scores_gemma":[0.00005494615,0.0001597896,0.00009379104,0.0007020318,0.0003014223,0.0002546475,0.00004496898,0.0002810502,0.00004780648],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004842023,"about_ca_system_score_gemma":0.01921546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9997046,"about_ca_topic_score_gemma":0.9999936,"domain_scores_codex":[0.9984902,0.0003227699,0.0002052162,0.0002013059,0.0003884579,0.0003920307],"domain_scores_gemma":[0.9993565,0.00008455401,0.00009565718,0.0001878311,0.00004941106,0.000226061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001480714,0.00006637333,0.0002141499,0.000006481931,0.00001566758,0.00002142559,0.01067197,0.0004674142,0.00002861524,0.1049578,0.8730373,0.01051135],"study_design_scores_gemma":[0.0001028951,0.00002040144,0.001275936,0.000005180364,0.00003658589,0.000009667214,0.02456645,0.0001996283,0.00000428605,0.0009507917,0.9726598,0.0001683495],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1086868,0.3523206,0.0006521077,0.4431218,0.009476658,0.000748807,0.002647826,0.0001399888,0.08220545],"genre_scores_gemma":[0.6983613,0.000879716,0.00007628053,0.002526049,0.0004797225,0.0001063686,0.0001278523,0.0000158118,0.2974269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5896745,"threshold_uncertainty_score":0.9989782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009561904399750134,"score_gpt":0.2126454826512719,"score_spread":0.2030835782515218,"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."}}