{"id":"W100108640","doi":"","title":"EMPLOYMENT INTEGRATION OF SKILLED IMMIGRANTS IN CANADA: BEYOND HUMAN CAPITAL, SOCIAL CAPITAL","year":2011,"lang":"en","type":"article","venue":"INTED2011 Proceedings","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immigration; Labour economics; Social capital; Human capital; Capital (architecture); Business; Economics; Political science; Economic growth; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003489458,0.000141225,0.0002269233,0.00015267,0.0002069487,0.00002786969,0.0002731067,0.0001104024,0.0005491694],"category_scores_gemma":[0.00009911725,0.0001387818,0.00005557492,0.0003350072,0.000168983,0.0002954401,0.00003338379,0.0001820385,0.000008146533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006161999,"about_ca_system_score_gemma":0.0006176937,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9724706,"about_ca_topic_score_gemma":0.9976764,"domain_scores_codex":[0.9986016,0.00002394453,0.0004262108,0.000216957,0.0004210075,0.0003102651],"domain_scores_gemma":[0.9992461,0.00001362674,0.0002176464,0.00005044831,0.0003803078,0.0000918997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003642516,0.0001554127,0.04567078,0.0000173498,0.00002470834,0.000003275668,0.7050706,1.794238e-7,0.004344048,0.2402979,0.003183271,0.001196056],"study_design_scores_gemma":[0.001191734,0.0002178713,0.249925,0.0001278525,0.00004411647,0.000002107148,0.7228339,0.0001260032,0.00846566,0.01461058,0.001766502,0.0006885854],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781188,0.00002195741,0.00001242164,0.0002821361,0.0001911392,0.0002702466,0.00001494271,0.00003320651,0.02105518],"genre_scores_gemma":[0.9984633,0.00002050579,0.0001013909,0.0001262463,0.00007186954,0.00002723623,0.000009920283,0.000013935,0.00116562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2256873,"threshold_uncertainty_score":0.6013019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02422512052756203,"score_gpt":0.2704879714636637,"score_spread":0.2462628509361017,"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."}}