{"id":"W4411952659","doi":"10.22541/essoar.175147662.25423107/v1","title":"Coupled Mineral-Mechanical Changes During Plate Interface Cooling May Explain Catastrophic Subduction Initiation","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subduction; Geology; Mineral; Materials science; Seismology; Metallurgy; Tectonics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00019186,0.0003104696,0.0002679141,0.0005696038,0.000564778,0.0004641486,0.0006968271,0.0005213261,0.001443796],"category_scores_gemma":[0.0003927008,0.0002608618,0.0002337787,0.0003182634,0.0009206197,0.0004520506,0.0005455576,0.0003712483,0.0001859162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002600613,"about_ca_system_score_gemma":0.0007763266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.137238,"about_ca_topic_score_gemma":0.1887529,"domain_scores_codex":[0.9999,0.00000433316,0.000004807774,0.00002759337,0.00001492862,0.00004836776],"domain_scores_gemma":[0.9998591,0.0000121724,0.00004629722,0.00001728543,0.00003926647,0.00002590958],"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":[0.0002413806,0.00007062933,0.4487313,0.0001552811,0.0001160882,0.002019974,0.0008724953,0.02113643,0.5126202,0.003314905,0.000785077,0.009936325],"study_design_scores_gemma":[0.00001525686,0.00003855724,0.9599419,0.000009856471,0.00002594757,0.0002199272,0.000440987,0.02672395,0.01000152,0.001411959,0.001144821,0.00002532169],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956221,0.000286949,0.001676901,0.0001934169,0.000006340183,0.00001908015,0.0002094045,0.00007719263,0.001908681],"genre_scores_gemma":[0.9995529,0.00004548756,0.0001247775,0.00001823958,0.000001939932,0.000003380344,0.00005490139,0.000003717194,0.0001946752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.137238,"threshold_uncertainty_score":0.2728784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466059447649287,"score_gpt":0.2289670537564981,"score_spread":0.2143064592800052,"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."}}