{"id":"W4247172559","doi":"10.1190/tle27010112.1","title":"Reviews","year":2008,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Seismic Waves and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College of Veterinarians of British Columbia","funders":"","keywords":"Humanities; Geology; Art history; Philosophy; Art","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":["insufficient_payload"],"category_scores_codex":[0.000209612,0.00004819553,0.0000991869,0.0000184122,0.000201961,0.00001128373,0.0001577035,0.00001380802,0.001108453],"category_scores_gemma":[0.00002465366,0.00002502511,0.00006208513,0.0001466339,0.00005403282,0.00004437534,0.000003523279,0.0000649734,0.005791109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.668854e-7,"about_ca_system_score_gemma":0.000006299093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002883887,"about_ca_topic_score_gemma":0.00006543365,"domain_scores_codex":[0.9996007,0.00004221738,0.00008745409,0.00007990488,0.00006558256,0.0001241266],"domain_scores_gemma":[0.9997326,0.00005444719,0.00002915175,0.000147146,0.000004682144,0.00003203066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001100702,0.00001374278,0.2804684,0.00001960042,0.00005058293,0.00004517236,0.001826423,0.001001157,0.0001131701,0.0003709233,0.5019982,0.2140816],"study_design_scores_gemma":[0.00004192964,0.00001354077,0.07278121,0.000009285014,0.00001492154,0.00003112855,0.00003144897,0.002946819,0.00002288888,0.0004304266,0.9235984,0.00007802465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7959368,0.01152317,0.0003155161,0.003280873,0.0005833991,0.0001452969,0.00001211995,0.00007062432,0.1881323],"genre_scores_gemma":[0.9772786,0.002022015,0.0001601869,0.001707167,0.0003099109,2.399779e-7,0.00001289421,0.000001431621,0.01850748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4216002,"threshold_uncertainty_score":0.9998047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05876739740237041,"score_gpt":0.2396527095600137,"score_spread":0.1808853121576433,"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."}}