{"id":"W4361224696","doi":"10.1186/s12651-023-00340-z","title":"Cultural and economic integration of immigrants in Canada: “Do you play Hockey?”","year":2023,"lang":"en","type":"article","venue":"Journal for Labour Market Research","topic":"Sports, Gender, and Society","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; McGill University","funders":"","keywords":"Acculturation; Immigration; Earnings; Proxy (statistics); Demographic economics; Political science; Business; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005962052,0.0002956105,0.0003433156,0.001131966,0.003937619,0.001883237,0.000849412,0.0004476618,0.002974308],"category_scores_gemma":[0.001730894,0.0001510127,0.000468067,0.002351946,0.00129059,0.0003926299,0.001097241,0.0009372476,0.0002285376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01018424,"about_ca_system_score_gemma":0.01615524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9820488,"about_ca_topic_score_gemma":0.9917024,"domain_scores_codex":[0.9993455,0.00005095737,0.00002231662,0.00007350217,0.0001832305,0.0003244983],"domain_scores_gemma":[0.9984665,0.00006825215,0.0003884307,0.00002679101,0.0004485217,0.0006016161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005562648,0.00005753222,0.9900091,0.00001942676,0.00003776024,0.00009254584,0.003957092,0.00004897031,0.0001069846,0.0001934949,0.0007834155,0.004638165],"study_design_scores_gemma":[0.000002878682,0.00001722552,0.9870365,0.00004943696,0.00001533821,0.00002258852,0.01166041,0.00007403228,0.00003306441,0.00003058326,0.00104863,0.000009356366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996722,0.0003122907,0.00002428533,0.0003842214,0.0000140612,0.000009718427,0.0004277551,0.000001465757,0.002104265],"genre_scores_gemma":[0.9981426,0.0003127534,0.00003933567,0.0001251541,0.000006154701,0.000006225909,0.0003532939,0.000001977555,0.001012524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01795119,"threshold_uncertainty_score":0.07389218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08733771877666724,"score_gpt":0.403406464856343,"score_spread":0.3160687460796757,"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."}}