{"id":"W4252858231","doi":"10.18192/aporia.v4i1.2927","title":"","year":2012,"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; Sociology; Political science; Art","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":[0.003892285,0.000231701,0.0003488091,0.00007874092,0.0022766,0.0001645773,0.0003716829,0.0003711991,0.001483136],"category_scores_gemma":[0.0003067384,0.0002650585,0.0001723383,0.0008733425,0.0006961796,0.003081664,0.00006722128,0.0003070591,0.0008523157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004284432,"about_ca_system_score_gemma":0.0004761856,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1340167,"about_ca_topic_score_gemma":0.110716,"domain_scores_codex":[0.9959263,0.0006767765,0.0005782316,0.0003121525,0.0008022932,0.001704235],"domain_scores_gemma":[0.9978197,0.0002019336,0.0003001813,0.0003420159,0.0002118343,0.001124308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000007069446,0.0002432231,0.4041229,0.00006435348,0.00001655995,9.127848e-7,0.1207503,6.320661e-7,0.00001471302,0.4474538,0.0249167,0.002408772],"study_design_scores_gemma":[0.0003042397,0.00006390571,0.473386,0.00003612508,0.00008912339,0.000003814004,0.01276439,0.000008919159,0.00002725186,0.04915238,0.4638827,0.0002811721],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8676969,0.0405953,0.0001971297,0.04195238,0.03634876,0.0004033772,0.00001169961,0.00008524856,0.01270926],"genre_scores_gemma":[0.9360142,0.01397164,0.000503267,0.001904751,0.02182494,0.00002112295,0.00001253912,0.0000193895,0.02572814],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4389659,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05159941469485203,"score_gpt":0.3621973256663818,"score_spread":0.3105979109715298,"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."}}