{"id":"W4247689974","doi":"10.1190/tle23010080.1","title":"Reviews","year":2004,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Geodynamics; Humanities; Philosophy; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001789443,0.00007962721,0.00008184532,0.000001063807,0.0001254935,0.00001019434,0.0002264211,0.00002438305,0.0005217746],"category_scores_gemma":[0.00001048229,0.00004913894,0.00004318489,0.00009107598,0.0001823062,0.0000712162,0.0001141763,0.00009436168,0.009872166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001882371,"about_ca_system_score_gemma":0.000001463482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006633978,"about_ca_topic_score_gemma":0.00001473066,"domain_scores_codex":[0.9994903,0.00001887749,0.00009713045,0.0001267153,0.00009608197,0.0001708473],"domain_scores_gemma":[0.999687,0.000009795479,0.00003469927,0.0002277943,2.564633e-7,0.00004045759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003255918,0.0003531095,0.07722509,0.00002737543,0.00003480365,0.00003542114,0.008641568,0.4578155,0.02316177,0.008822878,0.05728247,0.3665674],"study_design_scores_gemma":[0.0003926091,0.00006478033,0.03941461,0.0000305222,0.00002734969,0.00003863625,0.0001163385,0.0006965388,0.0005012783,0.008767514,0.949612,0.0003378171],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.798951,0.0005279093,0.0380493,0.002549417,0.0003785358,0.0004061938,3.870954e-7,0.0001046409,0.1590326],"genre_scores_gemma":[0.9671255,0.0003871055,0.01175848,0.0021712,0.00008907039,0.00001771963,9.005989e-7,0.00001928591,0.01843069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8923295,"threshold_uncertainty_score":0.9908988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01554282128837427,"score_gpt":0.2306500840525806,"score_spread":0.2151072627642063,"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."}}