{"id":"W2759407761","doi":"10.13140/rg.2.2.28095.71842","title":"Pre-Arrival Immigrant Services in Western Canada: A Conceptual Framework","year":2016,"lang":"en","type":"article","venue":"","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immigration; Conceptual framework; Political science; Sociology; Social science","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":[0.002488901,0.0007065672,0.0005298601,0.005253431,0.02798943,0.01731358,0.004624329,0.002566827,0.004754387],"category_scores_gemma":[0.004885779,0.0004637535,0.0006467384,0.008891044,0.01743175,0.00400944,0.00851476,0.003925216,0.0002169226],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.174107,"about_ca_system_score_gemma":0.308902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9901069,"about_ca_topic_score_gemma":0.9945373,"domain_scores_codex":[0.9964786,0.000747798,0.0001299383,0.0002164982,0.000507665,0.001919461],"domain_scores_gemma":[0.9943403,0.0006975028,0.0005005283,0.0000876465,0.001380728,0.002993262],"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":[0.00007838674,0.0004951417,0.1824213,0.0002494165,0.00006954615,0.001796734,0.3443225,0.001675532,0.0002407702,0.433706,0.01158934,0.02335534],"study_design_scores_gemma":[0.00002146889,0.00004041014,0.05726485,0.0009054386,0.0000598033,0.0002448792,0.901065,0.001880713,0.0000642393,0.0136073,0.02477211,0.00007378591],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8547676,0.003773989,0.001767327,0.04561222,0.0001947239,0.0003343076,0.0007234058,0.00003232786,0.09279405],"genre_scores_gemma":[0.9925661,0.001534417,0.0008493656,0.001219782,0.00002061653,0.00009743709,0.0001465624,0.0000112713,0.003554447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.174107,"threshold_uncertainty_score":0.9579188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01757478041137265,"score_gpt":0.3019820420645381,"score_spread":0.2844072616531654,"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."}}