{"id":"W4399557488","doi":"10.1139/cjes-2023-0132","title":"Rheological bridge zones: the initiation of strain localization","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Earth Sciences","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Rheology; Strain (injury); Bridge (graph theory); Geotechnical engineering; Seismology; Geodesy; Composite material; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001240893,0.0001580632,0.0002000203,0.0006464749,0.0003536882,0.0006166823,0.0003152968,0.0002971556,0.001735835],"category_scores_gemma":[0.0005246306,0.0002076066,0.0001213819,0.0003296944,0.0007128732,0.0005061089,0.0007794177,0.0003331901,0.0002232315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002403647,"about_ca_system_score_gemma":0.0001549883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007581785,"about_ca_topic_score_gemma":0.0008327434,"domain_scores_codex":[0.99992,0.000003794115,0.000004442035,0.00002252719,0.00002539396,0.00002382683],"domain_scores_gemma":[0.9997215,0.00003236443,0.0001206743,0.00003531749,0.00003850676,0.00005165876],"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":[0.000474943,0.0001869253,0.1492389,0.0002400732,0.00004661232,0.001640808,0.00240615,0.006057982,0.7642297,0.009886782,0.0006969709,0.06489421],"study_design_scores_gemma":[0.00005121108,0.0004805145,0.823087,0.00005719567,0.00003981596,0.001590103,0.001311344,0.02515409,0.1377261,0.005481393,0.004952255,0.00006888011],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920384,0.0001744681,0.005123116,0.00004424289,0.000004388848,0.00002174884,0.00005617082,0.00008299111,0.002454524],"genre_scores_gemma":[0.9991189,0.00002640998,0.0005275611,0.00000694253,0.000001917529,0.00000556475,0.00002125273,0.000005792309,0.000285723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001735835,"threshold_uncertainty_score":0.005806923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02467102148122197,"score_gpt":0.234277410832051,"score_spread":0.209606389350829,"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."}}