{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009362765,0.0001424327,0.0002849686,0.0009830086,0.00501988,0.001783816,0.001360598,0.0004945202,0.004720224],"category_scores_gemma":[0.004556479,0.0001940125,0.0001807688,0.002424767,0.000738853,0.0006975193,0.003177586,0.0009891273,0.0003579913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008113158,"about_ca_system_score_gemma":0.02214844,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8617721,"about_ca_topic_score_gemma":0.9548064,"domain_scores_codex":[0.9992625,0.0002292895,0.00001459637,0.00003280111,0.00009282758,0.0003680004],"domain_scores_gemma":[0.9977913,0.0002011787,0.0002534846,0.00005891219,0.0005018025,0.001193327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002071887,0.000379432,0.960476,0.00003176854,0.00002609727,0.0001269282,0.01405574,0.0001545816,0.0002406085,0.001403334,0.003635712,0.01926253],"study_design_scores_gemma":[0.00001106301,0.00006239901,0.9504828,0.00004435915,0.00001141229,0.00002911953,0.04630097,0.0002626222,0.00005755361,0.0001636739,0.002567581,0.000006399506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955817,0.00007744019,0.00002629137,0.0005372612,0.000009354741,0.00002393249,0.0002035842,0.000001510371,0.003538895],"genre_scores_gemma":[0.9950333,0.0001772808,0.00006783931,0.00009364897,0.000006039651,0.00003702506,0.0002058252,0.000002243619,0.004376885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1382279,"threshold_uncertainty_score":0.2780839,"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."}}