{"id":"W4224062745","doi":"10.1103/physreve.106.034103","title":"Dynamic phase diagram of plastically deformed amorphous solids at finite temperature","year":2022,"lang":"en","type":"article","venue":"Physical review. E","topic":"Metallic Glasses and Amorphous Alloys","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canada First Research Excellence Fund","keywords":"Quasistatic process; Phase diagram; Strain rate; Materials science; Amorphous solid; Scaling; Exponent; Condensed matter physics; Thermodynamics; Non-equilibrium thermodynamics; Deformation (meteorology); Softening; Phase transition; Shear (geology); Diagram; Phase (matter); Mechanics; Physics; Composite material; Chemistry; Mathematics; Geometry; Crystallography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009753816,0.0001280851,0.0001304884,0.0006294181,0.0003539877,0.0005314765,0.0002473291,0.0002966478,0.002145179],"category_scores_gemma":[0.0003053073,0.0001384678,0.0001907519,0.0002131546,0.0006211166,0.0005972198,0.0002035257,0.0002557569,0.0001058383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005725853,"about_ca_system_score_gemma":0.0004238009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002353883,"about_ca_topic_score_gemma":0.002154491,"domain_scores_codex":[0.9999696,0.000005240349,0.00000166159,0.000006912506,0.000009037793,0.000007464137],"domain_scores_gemma":[0.9998889,0.00004281211,0.00001936015,0.00000922019,0.00001903403,0.00002073655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003958947,0.0002375587,0.0113719,0.0001999914,0.00008233691,0.0007733001,0.0006884249,0.4130038,0.2249506,0.33161,0.002171414,0.01451487],"study_design_scores_gemma":[0.00006515172,0.0001321571,0.01268553,0.00002465296,0.00001689528,0.0001691085,0.0001255728,0.9186036,0.01184232,0.05295405,0.003346838,0.00003420117],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705746,0.0004174665,0.01356061,0.000300736,0.00001432571,0.00002630676,0.0004146676,0.0001634306,0.0145279],"genre_scores_gemma":[0.9971365,0.0001120723,0.001548328,0.0000253159,0.00000351232,0.00001935719,0.0001473777,0.00001704216,0.0009905618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002353883,"threshold_uncertainty_score":0.00717634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007095969537226905,"score_gpt":0.2737195001618277,"score_spread":0.2666235306246008,"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."}}