{"id":"W4387067624","doi":"10.2139/ssrn.4560128","title":"Earthquakes and Other Seismic Processes as Part of Impact Theory","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Seismology and Earthquake Studies","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Seismology; Geology; Forensic engineering; Engineering","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":[0.001555957,0.0001212312,0.0001776564,0.0001418551,0.0002085476,0.00003838698,0.0003211288,0.00005131825,0.00001538622],"category_scores_gemma":[0.0001627675,0.00008864191,0.00006359136,0.0004538154,0.0001188252,0.0002231591,0.00008149986,0.000513221,0.00006467118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003838486,"about_ca_system_score_gemma":0.001144508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003352861,"about_ca_topic_score_gemma":0.00006397365,"domain_scores_codex":[0.9982059,0.0001161007,0.0001807085,0.0001781784,0.0001547724,0.001164351],"domain_scores_gemma":[0.9994117,0.0001939813,0.0001126155,0.000156593,0.00007337637,0.00005172665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001578658,0.00009633497,0.03522376,0.00005849835,0.001082032,0.00003571394,0.005600242,0.0006067571,0.0002020409,0.7134773,0.001267823,0.2421917],"study_design_scores_gemma":[0.0004066668,0.0006810351,0.009675472,0.00003202116,0.00001980989,0.001012516,0.001228488,0.0003119448,0.0004151999,0.9812354,0.004816005,0.0001653806],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753668,0.007097529,0.01512056,0.001193316,0.0001533838,0.00006623067,0.000001794162,0.00008906244,0.0009112743],"genre_scores_gemma":[0.9946713,0.003547067,0.0000474599,0.0002567339,0.00009049659,0.000002844432,2.960764e-7,0.000008752477,0.001375079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2677582,"threshold_uncertainty_score":0.3614712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0113905957840764,"score_gpt":0.2616350551227278,"score_spread":0.2502444593386514,"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."}}