{"id":"W4206076770","doi":"10.1190/tle19020216.1","title":"Reviews","year":2000,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Humanities; Art history; Art; Geology","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":[0.000216916,0.00003603918,0.00005548506,0.000007322202,0.0001471004,0.000026048,0.0001359815,0.00001451061,0.02780445],"category_scores_gemma":[0.00001974339,0.00001680944,0.00002049634,0.000105558,0.00003212681,0.00007680933,0.000001430595,0.00005596394,0.0260817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":3.703297e-7,"about_ca_system_score_gemma":0.000003219339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005732451,"about_ca_topic_score_gemma":0.00008055156,"domain_scores_codex":[0.9997087,0.00003047036,0.00007422765,0.00004743681,0.00003911636,0.0001001133],"domain_scores_gemma":[0.9998242,0.00005241925,0.00001331574,0.0000837593,0.000004255872,0.00002210541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003406996,0.000002146394,0.01227956,0.000007728322,0.000001373024,4.700236e-7,0.0003738616,0.0001857808,0.000001329307,0.0001102952,0.02076788,0.9662662],"study_design_scores_gemma":[0.00001925294,0.00001599495,0.03712145,0.000006180156,0.000002602927,0.000006597095,0.00000834344,0.0005380485,0.000009574514,0.001973619,0.9602616,0.00003666388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4033764,0.005031956,0.00002520499,0.001817467,0.0001305442,0.0001036492,0.000004248955,0.00004809989,0.5894624],"genre_scores_gemma":[0.9799226,0.001004818,0.0001225092,0.000986488,0.00008832689,6.154931e-7,0.000009898725,4.973189e-7,0.01786423],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9662295,"threshold_uncertainty_score":0.9746766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04172328865145787,"score_gpt":0.2470291604277,"score_spread":0.2053058717762421,"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."}}