{"id":"W4394581605","doi":"","title":"Modélisation du comportement mécanique des structures en bétons fibrés à ultra-hautes performances","year":2022,"lang":"fr","type":"preprint","venue":"Thèses en ligne de l'Université Toulouse III (Université Toulouse III)","topic":"Innovative concrete reinforcement materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Composite material; Structural engineering; Fiber; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005187839,0.001146037,0.001314654,0.0008256497,0.0009075488,0.002474175,0.001774651,0.004152918,0.005550702],"category_scores_gemma":[0.001704417,0.001071264,0.001409348,0.0006596376,0.001422209,0.00142867,0.0008503866,0.00128197,0.0006685583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001938361,"about_ca_system_score_gemma":0.002027796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05316404,"about_ca_topic_score_gemma":0.02671684,"domain_scores_codex":[0.9997205,0.00005604479,0.0000114639,0.00007732891,0.00006703041,0.00006767666],"domain_scores_gemma":[0.9991707,0.0004407143,0.00007750907,0.00006819133,0.0001508715,0.00009203402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003557716,0.00002934141,0.0006665415,0.00002324638,0.0000143546,0.00006496236,0.00003147189,0.9948646,0.001255236,0.001642034,0.0001758952,0.001196619],"study_design_scores_gemma":[0.000009290108,0.00001039449,0.0003149772,0.000006066789,0.000004737133,0.00001107516,0.0000147118,0.9984953,0.0002727791,0.0006056119,0.0002484189,0.000006663458],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7128562,0.002230086,0.2392667,0.00156634,0.0003597311,0.0001640212,0.001751099,0.0009589952,0.04084688],"genre_scores_gemma":[0.9717337,0.0005889785,0.01579669,0.00006428478,0.00004098061,0.0001366334,0.0005632537,0.000162394,0.01091299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05316404,"threshold_uncertainty_score":0.1057092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009123896383464242,"score_gpt":0.2055790026530355,"score_spread":0.1964551062695712,"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."}}