{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007128939,0.00006591387,0.0001674655,0.0001655676,0.0005649896,0.0001234469,0.000210036,0.00007585448,0.0002997724],"category_scores_gemma":[0.0005701029,0.00005503147,0.00006053738,0.0003788977,0.0001502563,0.000212569,0.00004031114,0.0003628662,0.000001860378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040214,"about_ca_system_score_gemma":0.003000161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8153323,"about_ca_topic_score_gemma":0.964005,"domain_scores_codex":[0.9982924,0.0002879582,0.0002507576,0.0001450897,0.0005316216,0.000492105],"domain_scores_gemma":[0.9990232,0.0003940193,0.00008274827,0.00007439218,0.0002618696,0.0001637483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003850673,0.00004080254,0.3629293,0.00008584361,0.00008995505,0.00005939725,0.113688,0.00003863765,0.0006071132,0.01096976,0.4814743,0.02963183],"study_design_scores_gemma":[0.0006389194,0.00005286837,0.4444319,0.00005685885,0.00000395427,0.000006433334,0.4799634,0.0003570305,0.00009422461,0.002488089,0.07178823,0.0001181541],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939834,0.0002237936,0.000001908718,0.002048504,0.0004146376,0.0002216696,0.00004272699,0.000005602675,0.003057684],"genre_scores_gemma":[0.9805945,0.004383573,0.00004348292,0.00002171458,0.000264002,0.00001205324,0.000003693118,0.000007761539,0.01466918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4096861,"threshold_uncertainty_score":0.5322157,"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."}}