{"id":"W3013085514","doi":"10.1126/sciadv.aay3314","title":"Slow slip source characterized by lithological and geometric heterogeneity","year":2020,"lang":"en","type":"article","venue":"Science Advances","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":155,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geomechanica (Canada)","funders":"U.S. Science Support Program, Lamont-Doherty Earth Observatory; Deutsche Forschungsgemeinschaft; Natural Environment Research Council; Sight Research UK","keywords":"Slip (aerodynamics); Biological system; Geology; Materials science; Biology; Physics; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003118481,0.0001256751,0.0001905119,0.00007149463,0.0004397564,0.0001110672,0.0003026078,0.00002813656,0.0002426012],"category_scores_gemma":[0.0002186489,0.00008811034,0.00003113322,0.001105144,0.0008350851,0.0006501027,0.00004628668,0.0001073239,0.0001195475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001929422,"about_ca_system_score_gemma":0.0000259588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003027858,"about_ca_topic_score_gemma":0.00002003633,"domain_scores_codex":[0.9985976,0.00003130766,0.0001442289,0.0004801289,0.0003566958,0.000390065],"domain_scores_gemma":[0.9994395,0.0001235109,0.00006433975,0.0001001051,0.00003202817,0.0002404833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002254072,0.000007329959,0.4440574,0.0000130125,0.000004026012,0.000005717717,0.000126375,0.00002971901,0.001840308,0.000003644561,0.00006005284,0.5538299],"study_design_scores_gemma":[0.0003134003,0.0004295091,0.9044717,0.000006117256,0.00000769777,0.00001868376,0.0002345433,0.0003912029,0.00658962,0.0001025907,0.08716554,0.0002694231],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846762,0.012355,0.0005986404,0.0007278286,0.0001185789,0.0001218834,0.00003141147,0.00007696336,0.001293432],"genre_scores_gemma":[0.9971783,0.0006934301,0.0008213003,0.001152099,0.00007871397,0.000001806475,0.00000591968,0.000001521145,0.0000669805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5535605,"threshold_uncertainty_score":0.3593035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02361355371674818,"score_gpt":0.2415235408941865,"score_spread":0.2179099871774383,"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."}}