{"id":"W4353046023","doi":"10.25071/1920-7336.41195","title":"News in Brief","year":2023,"lang":"en","type":"article","venue":"Refuge Canada s Journal on Refuge","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009566428,0.0001748563,0.0004002724,0.0006424738,0.0001456432,0.00003117068,0.0002454966,0.00008156682,0.000504897],"category_scores_gemma":[0.000669941,0.0001247082,0.00008295908,0.001505982,0.00008510646,0.00008754558,0.00004156803,0.0009497906,0.00007293684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008620527,"about_ca_system_score_gemma":0.002999103,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005141951,"about_ca_topic_score_gemma":0.03218828,"domain_scores_codex":[0.9967951,0.00008195012,0.0004496251,0.000293242,0.001569403,0.0008106683],"domain_scores_gemma":[0.9983342,0.00009869691,0.0001001778,0.0003459873,0.0001422009,0.0009786946],"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":[0.003345372,0.0009392095,0.1874566,0.0007150402,0.0004133969,0.1862998,0.0002472913,0.0004123496,0.02733694,0.1020984,0.3947294,0.09600618],"study_design_scores_gemma":[0.001938803,0.0003577313,0.07394402,0.0003085814,0.00001174622,0.0008489535,0.00002066147,0.0001257835,0.0004487853,0.00009170163,0.9217837,0.0001195395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908656,0.0004059334,0.000003539887,0.006278061,0.0008034297,0.0001995739,0.000006957659,0.00003715673,0.001399789],"genre_scores_gemma":[0.9754697,0.0008930239,0.00004311385,0.01169476,0.0008012594,0.000007770176,0.00001293371,0.00003210312,0.01104536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5270543,"threshold_uncertainty_score":0.9854718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02991510035077728,"score_gpt":0.3278485501916593,"score_spread":0.297933449840882,"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."}}