{"id":"W3032319731","doi":"10.1002/essoar.10502042.1","title":"Phase-field modeling of elastic-plastic fracture propagation in punch through shear test","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"German; Preprint; Shear (geology); Shear zone; World Wide Web; Geology; Computer science; Seismology; Archaeology; History; Petrology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000130073,0.0002020813,0.0003442063,0.00003939243,0.00004516137,0.00006698453,0.000367962,0.0002122692,0.00182836],"category_scores_gemma":[0.000596334,0.0001568026,0.0000532017,0.0001182508,0.00003903724,0.00007890871,0.0003468697,0.0003696348,0.00007898104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003051107,"about_ca_system_score_gemma":0.0001676037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008786149,"about_ca_topic_score_gemma":0.00003405889,"domain_scores_codex":[0.9984711,0.00002807959,0.0005497668,0.0004871559,0.0002652432,0.0001986267],"domain_scores_gemma":[0.9990728,0.0002250054,0.0001664085,0.0003773137,0.0001064829,0.00005192053],"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":[0.0001225104,0.001075516,0.0000483829,0.001181063,0.000009568088,0.000004282977,0.00141475,0.2786275,0.7105701,0.003317541,0.002351619,0.001277192],"study_design_scores_gemma":[0.0005283518,0.0003382113,0.00001868616,0.0002638599,0.0000364702,0.000001361594,0.0001318727,0.8563193,0.1329202,0.008469663,0.0007064076,0.0002656178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.206268,0.0001730832,0.781374,0.004458483,0.000281591,0.0009127187,0.00006889007,0.0001122901,0.006350845],"genre_scores_gemma":[0.985926,0.00003716367,0.01322061,0.0003401197,0.0001272224,0.0002239706,0.00003136617,0.00001789337,0.00007568447],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7796579,"threshold_uncertainty_score":0.9990841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0407653836070975,"score_gpt":0.2902455995510443,"score_spread":0.2494802159439468,"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."}}