{"id":"W2969450192","doi":"","title":"Qualitative aspects of ductile fracture by strain localization","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Metal Forming Simulation Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Strain (injury); Fracture (geology); Computer science; Materials science; Composite material; Anatomy; Biology","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":[0.0007289859,0.0004945858,0.0004574271,0.001169841,0.0005244139,0.001828059,0.0009951342,0.0009716012,0.006322079],"category_scores_gemma":[0.002503055,0.0004788385,0.0005890041,0.0005950426,0.002868567,0.001918328,0.001192105,0.0009896089,0.0003435015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115902,"about_ca_system_score_gemma":0.0004585415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002533737,"about_ca_topic_score_gemma":0.001696117,"domain_scores_codex":[0.9996541,0.0001145235,0.00001187145,0.00003991241,0.0001357473,0.00004391237],"domain_scores_gemma":[0.9992074,0.0004071576,0.0001264167,0.00008421241,0.0001253393,0.00004958904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003495783,0.00002988881,0.0004895426,0.0001019103,0.00001642173,0.000234267,0.0004351197,0.1833053,0.006513697,0.8014132,0.0005792454,0.006846458],"study_design_scores_gemma":[0.00001445979,0.00002163447,0.0005375816,0.00002152424,0.00000823883,0.0001165449,0.0001402548,0.4786937,0.001442247,0.5174924,0.001491105,0.00002034065],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1891465,0.001028836,0.7524615,0.001621218,0.0001015648,0.00006180094,0.0001607793,0.0002979047,0.05511998],"genre_scores_gemma":[0.9739943,0.0004982096,0.01531128,0.00008340299,0.00005318598,0.00003292606,0.00004395162,0.0001089507,0.009873832],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006322079,"threshold_uncertainty_score":0.02114946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01940559972153608,"score_gpt":0.287706670759458,"score_spread":0.2683010710379219,"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."}}