{"id":"W2913427205","doi":"10.1002/9783527635603.ch15","title":"Diesel Fuel","year":2011,"lang":"en","type":"other","venue":"","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Environmental science; Diesel fuel; Waste management; Engineering","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":[0.00001034271,0.0001092135,0.0001548075,0.00009352781,0.000006483634,0.000006628471,0.00005402688,0.00007116317,0.01585659],"category_scores_gemma":[0.000001425522,0.00009118385,0.000041193,0.00005416717,0.00001276036,0.000007995286,0.00001943435,0.00003801861,0.001941714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005258319,"about_ca_system_score_gemma":0.000001343688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003306618,"about_ca_topic_score_gemma":0.0002583188,"domain_scores_codex":[0.9997296,0.000001147179,0.00006694771,0.00007692006,0.00004774545,0.00007761835],"domain_scores_gemma":[0.9998136,0.000002399141,0.00001152967,0.0001491719,0.000004999048,0.00001829948],"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":[8.097382e-8,0.000002397303,0.000005111951,0.0000511594,0.0001133567,6.866972e-7,0.00003527906,0.000005962182,0.000003806957,0.0005961584,0.9987691,0.000416873],"study_design_scores_gemma":[0.00003383713,0.000001044451,0.00002030019,0.00001301387,0.00001962006,3.152901e-7,0.000007337113,0.00004742584,0.00001747824,0.0000397478,0.9996778,0.0001220936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[4.133065e-7,0.004209171,0.001672287,0.000002881556,0.0002389687,0.00003856849,0.00001446924,0.0009170225,0.9929062],"genre_scores_gemma":[0.001111331,0.002439426,0.0002253756,0.00001534675,0.0001640685,0.000009495961,0.00001894962,0.0002876503,0.9957284],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01391487,"threshold_uncertainty_score":0.9988354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267150909223696,"score_gpt":0.1890580056564047,"score_spread":0.1763864965641677,"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."}}