{"id":"W2083881562","doi":"10.1002/2014jb011064","title":"Influence of microscale heterogeneity and microstructure on the tensile behavior of crystalline rocks","year":2014,"lang":"en","type":"article","venue":"Journal of Geophysical Research Solid Earth","topic":"Rock Mechanics and Modeling","field":"Engineering","cited_by":175,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geomechanica (Canada); University of Toronto","funders":"","keywords":"Microscale chemistry; Materials science; Ultimate tensile strength; Brittleness; Microstructure; Fracture (geology); Composite material; Stress (linguistics); Computer simulation; Phase (matter); Mechanics; Mathematics","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":[0.000141263,0.0001174801,0.0001435567,0.0002311269,0.0001673522,0.0002572354,0.000109809,0.0001218063,0.0005688196],"category_scores_gemma":[0.0005854816,0.0001525728,0.00009325694,0.0001035975,0.0002860263,0.0001664954,0.0001187484,0.0001324372,0.00006491962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002353494,"about_ca_system_score_gemma":0.0001961168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001990154,"about_ca_topic_score_gemma":0.003654378,"domain_scores_codex":[0.999912,0.000009407857,0.000005486314,0.00002136599,0.00003523315,0.00001638637],"domain_scores_gemma":[0.9996346,0.0001587755,0.00009005702,0.00004280685,0.0000428696,0.00003075168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001082878,0.00003743657,0.01940833,0.0000485939,0.00002763205,0.0002775289,0.00005709022,0.04061441,0.9350781,0.0002681862,0.000053609,0.004020846],"study_design_scores_gemma":[0.00002320364,0.0004542466,0.2739812,0.00001268602,0.00004056164,0.0004913572,0.0002267764,0.1703586,0.5534918,0.0003015365,0.000589898,0.00002829904],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983466,0.00004819867,0.00124196,0.000007258973,9.239325e-7,0.000004643484,0.00003618317,0.00001626271,0.0002979074],"genre_scores_gemma":[0.9998444,0.00001090473,0.00009777219,0.000001044937,5.354767e-7,0.000001288593,0.00001181157,0.000002138635,0.00003021121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001990154,"threshold_uncertainty_score":0.003957093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02106310479010202,"score_gpt":0.2958381023521434,"score_spread":0.2747749975620414,"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."}}