{"id":"W4377993385","doi":"10.2139/ssrn.4453903","title":"The Plain Truths of Seismic Processes","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Seismology and Earthquake Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geology; Seismology","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":[0.002985248,0.0003425002,0.0005240126,0.002254192,0.0008049069,0.003946659,0.0008980039,0.001567304,0.009733511],"category_scores_gemma":[0.04450902,0.0008423565,0.0004109876,0.001958276,0.004747078,0.01799277,0.002179823,0.002692979,0.001431132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005358505,"about_ca_system_score_gemma":0.0004998604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00115476,"about_ca_topic_score_gemma":0.0009081877,"domain_scores_codex":[0.9986658,0.0003661582,0.0001494182,0.0004466298,0.0002976127,0.00007440786],"domain_scores_gemma":[0.9821062,0.01136526,0.001600523,0.00286472,0.001616503,0.00044679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000572825,0.00004256218,0.01243143,0.0003173561,0.00007863641,0.0003863904,0.002130446,0.01639417,0.001859588,0.8769315,0.005401371,0.08345372],"study_design_scores_gemma":[0.0000363447,0.00004397839,0.004834681,0.0000672738,0.00004605719,0.0002555988,0.0006982125,0.03979313,0.0007844962,0.9447025,0.008711434,0.00002615939],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.328924,0.004636035,0.5810834,0.02575012,0.0007234792,0.00006170592,0.005216761,0.0008954819,0.0527092],"genre_scores_gemma":[0.9650947,0.002114692,0.02545675,0.0004441569,0.0006201125,0.00002806041,0.001245787,0.00008955404,0.004906128],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009733511,"threshold_uncertainty_score":0.03256178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008997235352407875,"score_gpt":0.2328566865584861,"score_spread":0.2238594512060782,"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."}}