{"id":"W2106222297","doi":"","title":"CANADIAN IMMIGRATION POLICY AND PRACTICE: SOME SOCIOLOGICAL IMPLICATIONS","year":2011,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Sociology; Immigration policy; Sociological theory; Political science; Social science; Public administration; Law","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":[0.006603461,0.0005820098,0.0004804447,0.004608159,0.02918226,0.01212753,0.003590783,0.006399381,0.01205336],"category_scores_gemma":[0.01491789,0.0004890017,0.0005724721,0.01024462,0.0204011,0.003814189,0.004459101,0.0041833,0.0004672714],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2410815,"about_ca_system_score_gemma":0.3053473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943296,"about_ca_topic_score_gemma":0.9950723,"domain_scores_codex":[0.9920521,0.001693841,0.0001958076,0.000405342,0.002389901,0.003262977],"domain_scores_gemma":[0.9892401,0.002084355,0.0004793815,0.0001722058,0.005236351,0.002787739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006878297,0.000137967,0.01471245,0.0004659184,0.00002126936,0.001316178,0.03105233,0.001012255,0.0001524913,0.668811,0.2325777,0.04967171],"study_design_scores_gemma":[0.00006806783,0.00004930707,0.06558808,0.002013576,0.00003801434,0.0003047815,0.1647803,0.001438162,0.0001132942,0.06954692,0.6958488,0.0002105849],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02757814,0.02128183,0.0002266945,0.8054656,0.001444219,0.00006634949,0.0002872903,0.00002419871,0.1436257],"genre_scores_gemma":[0.7057096,0.05343019,0.001811951,0.1595087,0.002203935,0.0002179087,0.0003392866,0.00005268419,0.07672576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2410815,"threshold_uncertainty_score":0.8802379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135993608686752,"score_gpt":0.2814430343531928,"score_spread":0.2600830982663253,"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."}}