{"id":"W4247760035","doi":"10.18192/aporia.v10i1.2768","title":"","year":2018,"lang":"fr","type":"article","venue":"Aporia","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Human immunodeficiency virus (HIV); Philosophy; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002552386,0.0002281676,0.0003418924,0.00008899475,0.003653015,0.0002740296,0.0005183395,0.0003684301,0.002507258],"category_scores_gemma":[0.0003600934,0.0002628829,0.0001472806,0.001153871,0.002535618,0.001334646,0.00007805628,0.0002436789,0.001488569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003518082,"about_ca_system_score_gemma":0.0009365682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2027972,"about_ca_topic_score_gemma":0.5479044,"domain_scores_codex":[0.9963732,0.0005593518,0.0006060302,0.0005438124,0.0007987552,0.001118855],"domain_scores_gemma":[0.9978435,0.0001471096,0.0003075606,0.0004212959,0.0006605414,0.0006199974],"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":[0.00002584004,0.000172379,0.1317951,0.0000658913,0.00002692785,0.00000506507,0.1530072,2.977611e-7,0.00004476335,0.6282971,0.08093095,0.005628499],"study_design_scores_gemma":[0.0004546064,0.0004252543,0.1892571,0.00006628317,0.00007590216,0.000003521273,0.009723947,0.00005678742,0.00008659497,0.2408749,0.5586562,0.0003188915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8684936,0.005423986,0.0003619844,0.06976754,0.03186157,0.0004114312,0.00001288765,0.0001040811,0.02356292],"genre_scores_gemma":[0.9191103,0.006951042,0.0006473316,0.00301379,0.02990075,0.00001360853,0.000008371568,0.000018949,0.04033587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4777252,"threshold_uncertainty_score":0.9999824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04397645492579783,"score_gpt":0.3649215997020568,"score_spread":0.320945144776259,"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."}}