{"id":"W7015270627","doi":"","title":"Status Review of California’s Low Carbon Fuel Standard, 2011–2018 Q1\\n September 2018 Issue\\n","year":2018,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"SAS software applications and methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diesel fuel; Gallon (US); Gasoline; Renewable energy; Renewable fuels; Greenhouse gas; Electricity; Biogas; Natural gas","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004098115,0.0005255266,0.0007201656,0.0001976314,0.0000837152,0.0002593302,0.0005479445,0.0002541884,0.004505744],"category_scores_gemma":[0.0002199416,0.0004918561,0.0002686514,0.0006526103,0.0002753951,0.001272951,0.0002126861,0.0004467095,0.005902554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128143,"about_ca_system_score_gemma":0.0001621148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009627985,"about_ca_topic_score_gemma":0.000002968722,"domain_scores_codex":[0.9970254,0.00009599274,0.0009723793,0.0005398138,0.0005510081,0.0008153565],"domain_scores_gemma":[0.9978399,0.0001859414,0.0001956426,0.001090796,0.0001670281,0.0005206977],"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":[0.00031621,0.0003974435,0.05282803,0.02014934,0.0006358502,0.00003987358,0.0001477841,0.00004823759,0.001620815,0.0005811107,0.7988208,0.1244145],"study_design_scores_gemma":[0.000425386,0.0001240951,0.000547805,0.001474132,0.00006314892,0.00001154595,0.00001371923,0.0001357884,0.008933699,0.001709317,0.9859828,0.0005785946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09323776,0.09767187,0.01032588,0.001142347,0.00244235,0.003415592,0.04497999,0.005010446,0.7417738],"genre_scores_gemma":[0.7875051,0.04652229,0.122589,0.008353244,0.007073905,0.0009633807,0.007860824,0.002481192,0.01665103],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7251227,"threshold_uncertainty_score":0.9997533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01388521432738716,"score_gpt":0.2493570120207592,"score_spread":0.2354717976933721,"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."}}