{"id":"W2394380630","doi":"","title":"Analysis on Production and Application Situation of Fuel Ethanol at Home and Abroad","year":2007,"lang":"en","type":"article","venue":"Fine and Specialty Chemicals","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethanol fuel; Biofuel; China; Agricultural economics; Raw material; Alcohol fuel; Ethanol; Environmental science; Fuel efficiency; Waste management; Production (economics); Engineering; Chemistry; Geography; Economics; Gasoline","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":[],"consensus_categories":[],"category_scores_codex":[0.0001661427,0.00007837622,0.0001381624,0.0001189685,0.00002978676,0.00000660802,0.0000188287,0.00008676502,0.00003302807],"category_scores_gemma":[0.00002233582,0.00007277331,0.00002134276,0.00022654,0.00004873961,0.00005010841,0.0000171832,0.00006044115,0.000003260917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002579976,"about_ca_system_score_gemma":0.000001632935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000741194,"about_ca_topic_score_gemma":0.00002527368,"domain_scores_codex":[0.9994757,0.000004790937,0.0001578044,0.0001918516,0.00008809542,0.0000818021],"domain_scores_gemma":[0.9997625,0.00001597599,0.00003989844,0.0001051042,0.00002986684,0.00004666868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007896368,0.00003607769,0.01074167,0.0002914636,0.00007631612,2.675383e-7,0.0003790102,0.00003205501,0.9629087,0.0000462657,0.001067759,0.02434139],"study_design_scores_gemma":[0.0002812558,0.00003674488,0.08701577,0.00001365912,0.0001084879,0.000004299496,0.00003665307,0.0007952903,0.9037728,0.0001777863,0.007596461,0.000160788],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977984,0.0004056276,0.0004255498,0.0002983954,0.00006034821,0.0001266481,0.000005653213,0.00004102444,0.0008382965],"genre_scores_gemma":[0.9987853,0.0005816203,0.0001618397,0.00001771707,0.0002520861,0.000002551764,0.00003622778,0.000005499566,0.0001571301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07627409,"threshold_uncertainty_score":0.2967609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007244448672672121,"score_gpt":0.2306165771360598,"score_spread":0.2233721284633877,"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."}}