{"id":"W4399788517","doi":"10.25071/1920-7336.41139","title":"Claim Types in Canada’s Refugee Determination System","year":2024,"lang":"en","type":"article","venue":"Refuge Canada s Journal on Refuge","topic":"Human Rights and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Refugee; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.005048498,0.0002814885,0.0005598809,0.008532168,0.01383001,0.006806458,0.002019137,0.0009100231,0.006826712],"category_scores_gemma":[0.02297888,0.0003529884,0.0004079173,0.0135776,0.004322334,0.001582536,0.004934449,0.001820942,0.0004212001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0915617,"about_ca_system_score_gemma":0.1126453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9926493,"about_ca_topic_score_gemma":0.9955669,"domain_scores_codex":[0.9931116,0.0006699766,0.0003413021,0.0004503921,0.002896384,0.002530336],"domain_scores_gemma":[0.9818317,0.002890186,0.002470801,0.0006719199,0.008669055,0.003466367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003257408,0.0001611151,0.7071074,0.00033666,0.0001023545,0.001257847,0.05786378,0.001407289,0.0004375466,0.08172467,0.04912261,0.100153],"study_design_scores_gemma":[0.0000396906,0.00005279173,0.8435549,0.0006629183,0.00006639778,0.000394875,0.08503403,0.002110156,0.0004479024,0.006563577,0.06090711,0.0001657735],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9281716,0.002056872,0.0008681872,0.009036302,0.0001078646,0.0001981068,0.008166496,0.0000853693,0.05130919],"genre_scores_gemma":[0.9905765,0.0006500154,0.0007929361,0.0005130397,0.00001038469,0.00004506862,0.001516804,0.00002248621,0.00587275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0915617,"threshold_uncertainty_score":0.6643297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01384881385497413,"score_gpt":0.268253190171546,"score_spread":0.2544043763165719,"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."}}