{"id":"W2185540247","doi":"","title":"The Manitoba Provincial Nominee Program Attraction, Integration and Retention of Immigrants","year":2010,"lang":"en","type":"article","venue":"","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immigration; Attraction; Business; Political science; Law; Linguistics","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":[0.0004691242,0.00003977169,0.00004326765,0.00002151666,0.0003649852,0.00008809996,0.00006476945,0.00006500611,0.00003611056],"category_scores_gemma":[0.000206438,0.00002597647,0.00002194399,0.000107005,0.0001795134,0.0001602711,0.000006831111,0.00009801827,0.000003340428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001208998,"about_ca_system_score_gemma":0.00005744163,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.006755321,"about_ca_topic_score_gemma":0.8176663,"domain_scores_codex":[0.9995096,0.00004421937,0.0001337368,0.00007667425,0.00014964,0.0000861006],"domain_scores_gemma":[0.999606,0.0000491991,0.00007753882,0.0000703989,0.0001635078,0.0000333211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003453368,0.0001051288,0.01171248,0.000006677884,0.000009342958,1.847054e-7,0.006630019,4.221823e-7,0.01794172,0.3568574,0.001286158,0.6054159],"study_design_scores_gemma":[0.0009204309,0.0003520578,0.4583629,0.00002631805,0.00006764551,0.000004656135,0.08835807,0.01343367,0.004268355,0.00833975,0.4254103,0.0004558099],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899482,0.000006462108,0.0003610198,0.001183536,0.0003748231,0.0003739549,0.000002185358,0.00005001427,0.007699799],"genre_scores_gemma":[0.9970347,0.00005966395,0.0007314874,0.00001898028,0.0001284302,0.00001986298,0.000005291346,0.000002778467,0.001998802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8109109,"threshold_uncertainty_score":0.9998588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355453918599822,"score_gpt":0.2891789191530193,"score_spread":0.275624379967021,"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."}}