{"id":"W4385224389","doi":"10.3390/met13071305","title":"Experimental and Numerical Fracture Characterization of DP1180 Steel in Combined Simple Shear and Uniaxial Tension","year":2023,"lang":"en","type":"article","venue":"Metals","topic":"Fatigue and fracture mechanics","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Waterloo","keywords":"Materials science; Necking; Simple shear; Shear (geology); Composite material; Fracture toughness; Fracture (geology); Pure shear; Digital image correlation; Structural engineering; Direct shear test; Shear stress; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008374923,0.00008813458,0.0001895105,0.00008378831,0.00001690861,0.00001034254,0.00002789575,0.00006760292,0.00003167709],"category_scores_gemma":[0.00001469213,0.00007968493,0.00001552629,0.0001576396,0.00001173713,0.00009388711,0.00002611931,0.00007399497,0.000004638811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007500334,"about_ca_system_score_gemma":0.000002700665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007992752,"about_ca_topic_score_gemma":5.370036e-7,"domain_scores_codex":[0.9995458,0.000019401,0.000146925,0.00009914742,0.00008182841,0.0001069075],"domain_scores_gemma":[0.9998333,0.00002575811,0.00002115032,0.00007629021,0.000009197669,0.00003432897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001565365,0.00001856607,0.0004132126,0.0000381088,0.00001276393,0.000004748419,0.0005146978,0.0005971697,0.9968133,0.0001080103,0.0002290358,0.00123474],"study_design_scores_gemma":[0.000999579,0.0001409573,0.04964039,0.00003334617,0.00001848297,0.000003492198,0.0002044557,0.2522962,0.6918488,0.0002503452,0.004335043,0.0002289603],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935734,0.0001296463,0.005891812,0.00009970486,0.00008514449,0.0001164564,0.00001082182,0.00006907339,0.00002394149],"genre_scores_gemma":[0.9996654,0.00003039416,0.00008697093,0.00008439447,0.00002317745,0.00000824507,0.00006998383,0.00001684494,0.00001454306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3049645,"threshold_uncertainty_score":0.3249457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257536148193937,"score_gpt":0.2313654962239922,"score_spread":0.2187901347420528,"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."}}