{"id":"W7014156611","doi":"","title":"Paradigm Shift: Towards a New Model for Refugee Status Determination in Canada","year":2018,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Refugee; Immigration; Government (linguistics); Ethnic group; Context (archaeology)","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":[0.009932887,0.0004263849,0.0006557591,0.002567776,0.03061394,0.01677115,0.00476023,0.004300754,0.008555163],"category_scores_gemma":[0.009336658,0.0003546381,0.0006808327,0.002956754,0.02816651,0.006514674,0.00620384,0.008389303,0.0004832623],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1479401,"about_ca_system_score_gemma":0.3896752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9730896,"about_ca_topic_score_gemma":0.9843748,"domain_scores_codex":[0.9914175,0.003199878,0.0001912799,0.000857271,0.001493532,0.002840603],"domain_scores_gemma":[0.9923012,0.001020268,0.0003384676,0.0003079056,0.003242584,0.00278955],"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":[0.00002809324,0.00006787736,0.004622339,0.00005522507,0.00001200431,0.0001764877,0.03537475,0.000734258,0.0001354988,0.9171783,0.02157814,0.02003713],"study_design_scores_gemma":[0.00007386308,0.00006472486,0.01250669,0.0005553977,0.00004359771,0.000275777,0.2081319,0.005880679,0.000317437,0.5248998,0.2470465,0.0002035941],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.133393,0.002515541,0.022828,0.533795,0.00194001,0.0002880901,0.0004569248,0.00008666594,0.3046967],"genre_scores_gemma":[0.9584119,0.001091149,0.009296101,0.01441967,0.000157496,0.0001181747,0.0000947554,0.00006202221,0.01634856],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8520598,"threshold_uncertainty_score":0.9882687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02968315265681978,"score_gpt":0.3168112643843957,"score_spread":0.287128111727576,"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."}}