{"id":"W2946027065","doi":"","title":"Surfaces à peindre","year":2018,"lang":"fr","type":"article","venue":"XYZ. La revue de la nouvelle","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003628925,0.0002449385,0.0002871673,0.00003976429,0.0001134078,0.00008066926,0.0002024278,0.0003827624,0.003391677],"category_scores_gemma":[0.00007679867,0.0002830909,0.00007967728,0.0001408581,0.0001220058,0.0001337426,0.00009778916,0.0002358506,0.0007854704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050231,"about_ca_system_score_gemma":0.00006031668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001174068,"about_ca_topic_score_gemma":0.0001243163,"domain_scores_codex":[0.9987857,0.000113207,0.0002456601,0.0002581832,0.00008712835,0.0005101326],"domain_scores_gemma":[0.9992395,0.0001647927,0.0000599433,0.0003269207,0.00005588168,0.0001529696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001207219,0.000379599,0.0002483924,0.003325295,0.0002860563,0.0006874453,0.01576033,0.02215092,0.5264667,0.2782526,0.05658047,0.09574151],"study_design_scores_gemma":[0.0004078478,0.0001003317,0.0002783721,0.0003068482,0.00005225811,0.0001764619,0.0004340137,0.01194974,0.05796943,0.005071083,0.9228525,0.0004010891],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6695308,0.009186966,0.06022317,0.003198824,0.01128652,0.0004798255,0.0002378545,0.0006256537,0.2452304],"genre_scores_gemma":[0.828378,0.005029165,0.08039587,0.0001603714,0.003666538,0.00002689315,0.00001959676,0.0002059517,0.08211759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.866272,"threshold_uncertainty_score":0.9999925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00637398130836834,"score_gpt":0.2217115641589697,"score_spread":0.2153375828506013,"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."}}