{"id":"W4298002129","doi":"10.32920/20480553","title":"Risk and the Reasonable Refugee - Coded Data and List and Description of Immigration and Refugee Board Files in Data Set","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Immigration; Credibility; Political science; Law","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":[0.004214521,0.0006851332,0.000445633,0.00498598,0.002682222,0.002092259,0.001554469,0.001519667,0.1004606],"category_scores_gemma":[0.04505248,0.0006119615,0.0003344574,0.005724718,0.0009933378,0.001781445,0.002338432,0.002321416,0.03164865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005172494,"about_ca_system_score_gemma":0.008246898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06803877,"about_ca_topic_score_gemma":0.07099093,"domain_scores_codex":[0.9953476,0.001048545,0.0007905443,0.0005103294,0.001729881,0.0005731708],"domain_scores_gemma":[0.9670925,0.01152117,0.005227675,0.004032587,0.01093669,0.001189395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001676449,0.0001494581,0.02032232,0.0003566132,0.00000739636,0.0001317198,0.002418192,0.000404016,0.0002118242,0.01081768,0.9514065,0.01360668],"study_design_scores_gemma":[0.0001133734,0.00005802403,0.07618172,0.0009041432,0.00001036693,0.0001795382,0.006622131,0.000549103,0.001100052,0.005176447,0.9089858,0.000119226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01501421,0.00007711758,0.001397626,0.001591982,0.0003273409,0.002180235,0.948767,0.0002046079,0.03043987],"genre_scores_gemma":[0.05291107,0.0002795645,0.009652909,0.001352353,0.0001077238,0.02340647,0.8573318,0.0004041241,0.05455405],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1004606,"threshold_uncertainty_score":0.3360744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1409310970347378,"score_gpt":0.4384500769100554,"score_spread":0.2975189798753176,"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."}}