{"id":"W4407784461","doi":"10.1016/j.epsl.2025.119271","title":"Dislocation networks facilitate element diffusion in deformed garnet","year":2025,"lang":"en","type":"article","venue":"Earth and Planetary Science Letters","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Geology; Dislocation; Seismology; Diffusion; Dislocation creep; Composite material; Materials science","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":[0.00004677867,0.0001605657,0.000113318,0.000171064,0.0001574316,0.0003139596,0.0001976752,0.0002059675,0.001166222],"category_scores_gemma":[0.000133721,0.0001543662,0.0001183944,0.000113306,0.0002443926,0.0003083995,0.000242989,0.0001566722,0.0001333067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002485986,"about_ca_system_score_gemma":0.0001223175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001688548,"about_ca_topic_score_gemma":0.003518028,"domain_scores_codex":[0.9999496,0.000003120344,0.000003589439,0.00001532928,0.00001162521,0.00001668174],"domain_scores_gemma":[0.9999528,0.000007810543,0.00001631025,0.000005706147,0.000009485848,0.000007805018],"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":[0.00003878629,0.000005762895,0.003037709,0.00002326295,0.000003062434,0.00007644691,0.00004303868,0.0003409878,0.9952508,0.0001060165,0.00001478778,0.001059291],"study_design_scores_gemma":[0.000008409882,0.000133775,0.04624791,0.000007332375,0.00001340317,0.000235839,0.0002079594,0.007737095,0.9437977,0.0002116793,0.001387889,0.00001105235],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991947,0.00009980926,0.0003611921,0.0000126528,0.000002005919,0.000001754738,0.00003217404,0.00001570715,0.0002800037],"genre_scores_gemma":[0.9992502,0.00005211204,0.0003151014,0.000005098632,7.38942e-7,0.000001909751,0.00004788532,0.000005921848,0.0003209968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001688548,"threshold_uncertainty_score":0.003901422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007127757041883032,"score_gpt":0.1762610326802384,"score_spread":0.1691332756383554,"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."}}