{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002046856,0.000175903,0.0001734162,0.0002832139,0.000830901,0.0001096101,0.0002678758,0.0005388198,0.01854496],"category_scores_gemma":[0.0002207508,0.0002010349,0.00006685812,0.0004615604,0.0001310214,0.0005381985,0.00002014385,0.0002663629,0.00006942621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006436216,"about_ca_system_score_gemma":0.001868087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3660513,"about_ca_topic_score_gemma":0.9571887,"domain_scores_codex":[0.9987397,0.0003115358,0.0001440614,0.0003234849,0.0001484471,0.0003327946],"domain_scores_gemma":[0.9989613,0.0001236954,0.0001885231,0.0001428113,0.0002281906,0.0003554741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004167799,0.00003046172,0.000575248,0.00001480688,0.0000473326,0.000008064487,0.02869557,0.000001348757,0.00003235189,0.8899879,0.001515298,0.07904992],"study_design_scores_gemma":[0.0001396634,0.00002532321,0.003571317,0.00001495728,0.00007581992,0.000001308189,0.06099813,0.000009305563,0.000001906278,0.002913197,0.932005,0.0002440661],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005193944,0.0001043217,0.00004671797,0.004786337,0.0001802675,0.0003228144,0.00007265672,0.00007396382,0.989219],"genre_scores_gemma":[0.02993833,0.001541904,0.0003256343,0.000739607,0.0003021136,0.000002891847,0.0004782932,0.00001930031,0.9666519],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9304897,"threshold_uncertainty_score":0.9823522,"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."}}