{"id":"W1828130492","doi":"10.26522/vp.v12i1.1210","title":"Koscielniak, Hélène. Frédéric","year":2015,"lang":"fr","type":"article","venue":"Voix Plurielles","topic":"Military, Security, and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Humanities","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005422449,0.0006082742,0.0003129361,0.001103572,0.003605944,0.003956736,0.0003598891,0.001663859,0.04690337],"category_scores_gemma":[0.002343456,0.0002468525,0.0001437334,0.0008269275,0.001542091,0.003230213,0.001691704,0.003390595,0.02888661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002371794,"about_ca_system_score_gemma":0.001408903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01095072,"about_ca_topic_score_gemma":0.01536879,"domain_scores_codex":[0.9996188,0.00007330348,0.00001312169,0.00007439948,0.000154489,0.00006593548],"domain_scores_gemma":[0.9995319,0.0001419467,0.00003098283,0.0000194707,0.0001802073,0.00009556253],"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":[0.00001796979,0.000006090826,0.00008372965,0.00007704811,0.000001620049,0.00007804552,0.0008577032,0.00003672657,0.0001146707,0.02992101,0.9379891,0.03081623],"study_design_scores_gemma":[0.00000107378,0.000001950225,0.0002486124,0.00005767265,8.610014e-7,0.0001016965,0.0004055961,0.00001420608,0.00008814447,0.00159844,0.9974782,0.000003472593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003031457,0.1648047,0.001402104,0.2107721,0.02728436,0.0000335991,0.0006524916,0.0002521904,0.5917671],"genre_scores_gemma":[0.03722381,0.06348497,0.0009417614,0.01801895,0.003410639,0.00006056708,0.0003823462,0.0002673191,0.8762096],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9530966,"threshold_uncertainty_score":0.1569074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06045117468811163,"score_gpt":0.3183394994023814,"score_spread":0.2578883247142698,"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."}}