{"id":"W2779442232","doi":"10.2139/ssrn.3084989","title":"Canadian Immigration Policies: Blueprint for Europe?","year":2017,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Migration, Policy, and Dickens Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fraser Institute; Simon Fraser University","funders":"","keywords":"Immigration; Blueprint; Political science; Immigration policy; Presentation (obstetrics); Flood myth; Economy; Economics; Political economy; Law; Geography","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003363556,0.0002763217,0.0003434304,0.0003149553,0.004144644,0.0006372463,0.0009289402,0.0003035705,0.00002614407],"category_scores_gemma":[0.001003752,0.0002677946,0.000275099,0.0000903287,0.0002113173,0.0001735848,0.0001193029,0.001781294,0.0000405623],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004272688,"about_ca_system_score_gemma":0.03728783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8062797,"about_ca_topic_score_gemma":0.9963871,"domain_scores_codex":[0.9954801,0.0002032086,0.0003882293,0.0003459411,0.0003974871,0.003185044],"domain_scores_gemma":[0.9979927,0.00006763005,0.0005187265,0.0003941247,0.0006739892,0.0003528324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002175674,0.00003091657,0.002940657,0.00002523383,0.0003143635,0.000001652703,0.05572649,0.00007431328,0.000009632667,0.9213265,0.01149928,0.008029254],"study_design_scores_gemma":[0.0003114718,0.0001004772,0.00163993,0.0000691738,0.0001168368,0.00001575017,0.02605298,0.00004931986,0.000009358248,0.6358799,0.3352867,0.0004680534],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4967188,0.03109698,0.02139785,0.2086076,0.01057416,0.005444783,0.0005012966,0.0004248456,0.2252336],"genre_scores_gemma":[0.9255064,0.04573342,0.0000838671,0.0003476265,0.004574269,0.00006226749,0.00003326816,0.00004036384,0.02361852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4287876,"threshold_uncertainty_score":0.9999774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02527298362181797,"score_gpt":0.334123776524043,"score_spread":0.308850792902225,"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."}}