{"id":"W4312592235","doi":"10.2139/ssrn.4283098","title":"Three Sources of Earthquakes Energy","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Earthquake Detection and Analysis","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Seismology; Geology; Geography; Environmental 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001032339,0.00009144036,0.0001586896,0.0001954425,0.0005060775,0.00002698563,0.0002602984,0.00002219453,0.004792891],"category_scores_gemma":[0.00001509351,0.00007883372,0.0001730391,0.0004047178,0.00004358207,0.00009792183,0.00001312068,0.0007882288,0.00002142087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002212755,"about_ca_system_score_gemma":0.0004962187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002346186,"about_ca_topic_score_gemma":0.0478719,"domain_scores_codex":[0.9981489,0.0001113199,0.0002410913,0.0001352448,0.0004089657,0.0009545006],"domain_scores_gemma":[0.9995662,0.00004702487,0.0001754161,0.0001102275,0.00003259111,0.00006853757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001062995,0.00004505668,0.3433821,0.000002938914,0.0002919958,0.00001213524,0.0001408309,0.01618022,0.00007852102,0.01602671,0.0001534235,0.6235797],"study_design_scores_gemma":[0.001970214,0.004318324,0.2655639,0.00001297448,0.0002482122,0.004083962,0.01670958,0.02292325,0.0007465913,0.5723153,0.110139,0.0009685832],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859021,0.00628959,0.004943441,0.0003440473,0.000197166,0.00002456291,0.00001599626,0.00002429257,0.00225886],"genre_scores_gemma":[0.9978182,0.0007135707,0.00003102471,0.0001015912,0.0001219275,4.839453e-7,0.000009813842,0.000003546789,0.001199887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6226112,"threshold_uncertainty_score":0.9961169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006045566726931521,"score_gpt":0.1789389284446817,"score_spread":0.1728933617177502,"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."}}