{"id":"W4386131723","doi":"10.1093/ijrl/eead022","title":"Risk and the Reasonable Refugee: Exploring a Key Credibility Inference in Canadian Refugee Status Rejections","year":2023,"lang":"en","type":"article","venue":"International Journal of Refugee Law","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Plaintiff; Refugee; Credibility; Normative; Law; Psychology; Political science; Criminology; Social psychology; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03972518,0.0005881652,0.00115463,0.004606029,0.01348352,0.007739096,0.004128281,0.002072851,0.004711347],"category_scores_gemma":[0.1475343,0.0006267226,0.0007685492,0.004271576,0.009248829,0.003157899,0.005787342,0.003156815,0.0002059194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04498824,"about_ca_system_score_gemma":0.03460693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.931197,"about_ca_topic_score_gemma":0.9433802,"domain_scores_codex":[0.9745588,0.01135784,0.001311417,0.002053952,0.007826408,0.002891629],"domain_scores_gemma":[0.9093889,0.05111539,0.01689719,0.003380781,0.01720435,0.002013338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006973091,0.0002052556,0.3058738,0.0005562435,0.0001670249,0.0007373609,0.656134,0.0002029403,0.0006005259,0.01072877,0.001959566,0.02213729],"study_design_scores_gemma":[0.00007331486,0.000145145,0.3618602,0.001298515,0.0001971536,0.0002470554,0.6160921,0.002132664,0.000661397,0.00375706,0.01333894,0.0001965078],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909526,0.000636733,0.0009930385,0.001382096,0.00003214728,0.0002113614,0.0002007692,0.000003161533,0.00558809],"genre_scores_gemma":[0.9979608,0.0001744414,0.0006700039,0.0002495745,0.00001187825,0.0001036612,0.00009914758,0.000006143131,0.0007244396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06880301,"threshold_uncertainty_score":0.326414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0335229335148517,"score_gpt":0.3301834432685327,"score_spread":0.296660509753681,"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."}}