{"id":"W4403123809","doi":"10.32920/27080332.v1","title":"Investigating Deception Findings in Canadian Refugee Status Rejections: Legal Inferences and Psychological Assumptions - Dataset","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deception; Refugee; Psychology; Social psychology; Criminology; 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":[0.005285481,0.0007005502,0.0007287706,0.007222595,0.006603102,0.003486262,0.003357532,0.0009598205,0.04832333],"category_scores_gemma":[0.03321731,0.0007219876,0.0008061248,0.01055944,0.001132029,0.001161567,0.003542345,0.001803206,0.01010543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04079519,"about_ca_system_score_gemma":0.06479256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9758791,"about_ca_topic_score_gemma":0.9890965,"domain_scores_codex":[0.9960801,0.0004088311,0.0003219506,0.0004888911,0.001910035,0.0007902303],"domain_scores_gemma":[0.9766588,0.003367679,0.001722183,0.002325684,0.0145168,0.00140895],"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":[0.0001688691,0.0001380324,0.05654892,0.0008782265,0.00006435076,0.0002013653,0.004864478,0.000559344,0.0002063211,0.003603954,0.9039447,0.02882141],"study_design_scores_gemma":[0.0001930277,0.00004274215,0.4274738,0.001509016,0.00008598588,0.0001500396,0.01488984,0.001069626,0.000720226,0.001450196,0.5522023,0.0002131797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02606492,0.0001289448,0.0006483619,0.0007311197,0.00007196436,0.001169548,0.956546,0.000234467,0.01440471],"genre_scores_gemma":[0.07060137,0.0003141759,0.005399657,0.0004613854,0.00003407687,0.00564851,0.9010804,0.000234507,0.01622589],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04832333,"threshold_uncertainty_score":0.2959912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09713922731168288,"score_gpt":0.4205078095723685,"score_spread":0.3233685822606856,"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."}}