{"id":"W2933979435","doi":"","title":"Caractérisation par microtomographie de la mésostructure des renforts fibreux pour la fabrication de composites","year":2018,"lang":"fr","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Tunneling and Rock Mechanics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001163963,0.0005674746,0.0004255864,0.0005359573,0.0006063813,0.0003381306,0.0004818374,0.001173303,0.00005896066],"category_scores_gemma":[0.0003605884,0.0006547755,0.000262918,0.0008106883,0.000309824,0.0003836011,0.0001435697,0.0008962862,0.00003185048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059755,"about_ca_system_score_gemma":0.0003581186,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01316916,"about_ca_topic_score_gemma":0.002057916,"domain_scores_codex":[0.9970084,0.0005126789,0.0005815857,0.0004858919,0.0002732915,0.001138097],"domain_scores_gemma":[0.9978468,0.0004002815,0.0002520636,0.0007538357,0.0002881935,0.0004587689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001593221,0.0003689434,0.1253651,0.0007282973,0.0003739016,0.0001585231,0.007172357,0.03325417,0.6727063,0.02288452,0.02351606,0.1133125],"study_design_scores_gemma":[0.0007030683,0.0001783928,0.1346462,0.0006681957,0.0002606425,0.001420383,0.0002467237,0.4075156,0.4064443,0.02919254,0.01773221,0.0009918596],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4284683,0.005193105,0.5628664,0.001187168,0.0003063209,0.00043919,0.00009386658,0.0008639326,0.0005817362],"genre_scores_gemma":[0.7524822,0.001479407,0.243949,0.0003119219,0.0007584097,0.000162288,0.00005312713,0.0001464173,0.0006572469],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3742614,"threshold_uncertainty_score":0.9995903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005994440989609143,"score_gpt":0.2164214538757776,"score_spread":0.2104270128861684,"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."}}