{"id":"W4392351823","doi":"10.1093/ijrl/eeae001","title":"Unrecognizing Refugees: The Inadmissibility Scheme Replacing Article 1F Decisions in Canada","year":2023,"lang":"en","type":"article","venue":"International Journal of Refugee Law","topic":"Migration, Refugees, and Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Convention; Law; Scheme (mathematics); Political science; Human rights; Criminology; Sociology; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002276903,0.00009899213,0.0001658906,0.0001576412,0.0003076504,0.0001528747,0.0006380765,0.00006044001,0.0001693069],"category_scores_gemma":[0.002979506,0.00007110165,0.00009738754,0.0005366745,0.0001138301,0.0006195699,0.00005268467,0.0003379194,0.0000243352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009890132,"about_ca_system_score_gemma":0.002043358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4059509,"about_ca_topic_score_gemma":0.9803045,"domain_scores_codex":[0.9973996,0.0002828786,0.0007259843,0.0001621049,0.001168701,0.0002607225],"domain_scores_gemma":[0.9979344,0.000658661,0.000364988,0.0001692518,0.0007388016,0.0001338956],"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":[0.0005312477,0.0002660597,0.1673542,0.00001290092,0.0003518309,0.0004692389,0.02970698,0.001963435,0.006681716,0.6705726,0.05199065,0.07009907],"study_design_scores_gemma":[0.000726564,0.00004792134,0.0362068,0.0002812338,0.00001566991,0.0000348034,0.008489383,0.001287702,0.002684705,0.01970719,0.9303058,0.0002122382],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872373,0.0001162613,0.0001427105,0.00577283,0.001956711,0.0001089611,0.000008623566,0.00002037192,0.004636228],"genre_scores_gemma":[0.9973799,0.0001937377,0.0003734898,0.0007163779,0.0006712099,0.000003644529,0.000005681711,0.00000895697,0.000647017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8783152,"threshold_uncertainty_score":0.5980049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0278842775377847,"score_gpt":0.3397023420819236,"score_spread":0.3118180645441389,"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."}}