{"id":"W4239498192","doi":"10.1186/bf03352379","title":"Preface","year":2014,"lang":"en","type":"article","venue":"Earth Planets and Space","topic":"earthquake and tectonic studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001472216,0.00009873592,0.0001261981,0.00002801082,0.0001558996,0.00004405094,0.00005810093,0.00003877496,0.001378998],"category_scores_gemma":[0.00003029892,0.00007317781,0.00001689162,0.00005312023,0.00005903852,0.00006449852,0.000007687036,0.00008669234,0.0004622434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":2.157314e-7,"about_ca_system_score_gemma":0.000008448012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001053321,"about_ca_topic_score_gemma":0.004284416,"domain_scores_codex":[0.9993641,0.00003685723,0.00007723686,0.0001819866,0.0001171192,0.0002227484],"domain_scores_gemma":[0.9996139,0.0001406968,0.00002720456,0.0001128072,0.000008846241,0.00009655173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002621969,0.000007542107,0.8000984,0.00002220768,0.00002918817,0.00001213017,0.0004701954,0.0003374915,0.00001818033,0.001309165,0.005173211,0.192496],"study_design_scores_gemma":[0.0001565943,0.0001084559,0.7481866,0.000006217454,0.000004642886,0.00001570107,0.00004299324,0.001865863,0.00003376284,0.0002172058,0.2492631,0.00009889281],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8835406,0.002180497,0.00007798007,0.0007395861,0.0001840024,0.00008110944,0.00002263329,0.00006809941,0.1131055],"genre_scores_gemma":[0.9967234,0.0002789029,0.0005464302,0.0002676094,0.0001064668,2.319256e-7,0.00002403659,0.000001878031,0.002051088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2440899,"threshold_uncertainty_score":0.9995339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009880675305384648,"score_gpt":0.1866830782514112,"score_spread":0.1768024029460266,"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."}}