{"id":"W4242055431","doi":"10.18192/aporia.v7i1.2819","title":"","year":2015,"lang":"fr","type":"article","venue":"Aporia","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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"],"consensus_categories":[],"category_scores_codex":[0.004056514,0.0003068352,0.0004235959,0.00003171912,0.000904912,0.0003093789,0.001135093,0.0004136045,0.0001972693],"category_scores_gemma":[0.001587514,0.0003254139,0.000216724,0.002556939,0.002939994,0.002266814,0.0001751222,0.000325385,0.0004289541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008524438,"about_ca_system_score_gemma":0.002237431,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.52393,"about_ca_topic_score_gemma":0.1413495,"domain_scores_codex":[0.9944232,0.000709453,0.000511412,0.0006917695,0.002087526,0.001576718],"domain_scores_gemma":[0.9967505,0.0002654615,0.0004505335,0.0003634336,0.000445183,0.001724906],"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":[0.00002911037,0.0001697774,0.04525869,0.000006820188,0.00002282475,0.00004841224,0.1583485,0.00005518613,0.00001035925,0.6069407,0.1496308,0.03947871],"study_design_scores_gemma":[0.0007579477,0.0002133491,0.01526877,0.0000456756,0.00003773113,0.000004003352,0.08448207,0.00008689203,0.00002578937,0.1298651,0.7687968,0.0004158238],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6322238,0.02068925,0.000169063,0.2685098,0.03294266,0.0002975223,0.00001886448,0.0000986985,0.04505026],"genre_scores_gemma":[0.9011663,0.001100758,0.0008791539,0.002152563,0.007937703,0.00002199108,0.000001868682,0.00001812464,0.08672157],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.619166,"threshold_uncertainty_score":0.9999198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1232570639613613,"score_gpt":0.3685292636175286,"score_spread":0.2452721996561673,"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."}}