{"id":"W2734096431","doi":"","title":"'I Simply Do Not Believe': A Case Study of Credibility Determinations in Canadian Refugee Adjudication","year":2017,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Judicial and Constitutional Studies","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Refugee; Adjudication; Credibility; Political science; Refugee law; Immigration; Law; Discretion; Consistency (knowledge bases)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009674052,0.00009428461,0.0001914723,0.00007808291,0.002677707,0.0001101114,0.0003629185,0.00008231712,0.00009098137],"category_scores_gemma":[0.001322238,0.00009790481,0.00004378843,0.0001574263,0.0006772173,0.000369631,0.00008164399,0.0001558595,0.00003320003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003293612,"about_ca_system_score_gemma":0.0007589823,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9911662,"about_ca_topic_score_gemma":0.9992463,"domain_scores_codex":[0.9986217,0.0001567447,0.0002929503,0.0002662806,0.0003385567,0.000323769],"domain_scores_gemma":[0.9988456,0.00009695959,0.0001637923,0.0004046174,0.0002229158,0.0002661003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002283864,0.000466994,0.7034053,0.000008415153,0.00004290062,0.0004789885,0.01219227,0.00002238927,0.000028622,0.2765983,0.0002830498,0.006449952],"study_design_scores_gemma":[0.0009923979,0.0001522229,0.9218754,0.00005827217,0.00005462546,0.00001724211,0.02175292,0.0000219623,0.00003563397,0.01562516,0.03908921,0.0003249815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9594653,0.00006888183,0.00000232157,0.001748039,0.0002088174,0.0004553308,0.00004822368,0.00001787688,0.03798527],"genre_scores_gemma":[0.9994357,0.00002227522,0.00003570225,0.0001727734,0.0001613098,0.00005660174,0.000002177636,0.000004198699,0.0001092905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2609731,"threshold_uncertainty_score":0.9986207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0398434952935165,"score_gpt":0.3379336883688801,"score_spread":0.2980901930753636,"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."}}