{"id":"W4298434848","doi":"","title":"Modélisation viscoplastique du comportement de structure oligogranulaires en alliages à solidification dirigée","year":2017,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Innovations in Concrete and Construction Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Materials science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004442732,0.001184081,0.0009909194,0.0006722391,0.0009168596,0.002246316,0.001384416,0.003767682,0.003638285],"category_scores_gemma":[0.001489757,0.0008941495,0.001411667,0.0007560606,0.001447739,0.001092831,0.0006058649,0.001805798,0.000519008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002111896,"about_ca_system_score_gemma":0.001738515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04863392,"about_ca_topic_score_gemma":0.02138375,"domain_scores_codex":[0.9997432,0.00005183186,0.000009408178,0.00007870463,0.0000694111,0.00004757448],"domain_scores_gemma":[0.9991363,0.0005771309,0.00005963565,0.00006791018,0.00009574268,0.00006330209],"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":[0.00002123367,0.00002444374,0.0003722709,0.00001415012,0.000006666106,0.00004837176,0.00001964024,0.996311,0.001524306,0.0007791068,0.00004114433,0.0008376276],"study_design_scores_gemma":[0.00001033406,0.00001416954,0.0003362967,0.000003234604,0.000002955052,0.00001029143,0.00001245674,0.9981501,0.001020103,0.0002066803,0.0002279977,0.000005378669],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8494138,0.0005141664,0.132604,0.0003843005,0.0001426112,0.0001074193,0.0006803905,0.0004779517,0.01567532],"genre_scores_gemma":[0.9751118,0.0003212409,0.01597477,0.00003917551,0.0000228973,0.0001252273,0.0003549191,0.0001460394,0.007903864],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04863392,"threshold_uncertainty_score":0.09670168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114953021715315,"score_gpt":0.2308273163363867,"score_spread":0.2193320141648552,"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."}}