{"id":"W2064876472","doi":"10.2139/ssrn.1622922","title":"Competitiveness of Brazilian Sugarcane Ethanol Compared to US Corn Ethanol","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Ethanol fuel; Ethanol; Biofuel; Corn ethanol; Agronomy; Chemistry; Agricultural science; Biotechnology; Agricultural economics; Environmental science; Economics; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005907638,0.0001571777,0.0002155842,0.0001645216,0.00008430888,0.00002242782,0.0002732888,0.0001211436,0.0002895679],"category_scores_gemma":[0.00002249283,0.0001482326,0.00008725403,0.0002254979,0.00006128151,0.00009638121,0.00002984917,0.001846684,0.00008254001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002005507,"about_ca_system_score_gemma":0.0003092785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000461075,"about_ca_topic_score_gemma":0.0003990305,"domain_scores_codex":[0.9982688,0.00003622417,0.0002582162,0.000157258,0.0002150547,0.001064476],"domain_scores_gemma":[0.9994669,0.00001937031,0.00006085243,0.000196212,0.0001169404,0.0001397348],"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":[0.000117176,0.0000824541,0.007052452,0.00008927471,0.0001573418,0.000003998973,0.0002603973,0.0004826409,0.978327,0.00341509,0.0002082305,0.009803947],"study_design_scores_gemma":[0.002921188,0.0006791554,0.02147706,0.0001190241,0.00008347841,0.001380171,0.001488059,0.001847074,0.8837728,0.007123513,0.07812993,0.0009785532],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935156,0.0002902189,0.002338898,0.0007625951,0.001491175,0.0001728292,0.000008022871,0.0001056577,0.001315042],"genre_scores_gemma":[0.9986299,0.0003254041,0.0001752283,0.00006589355,0.0003006113,0.000002654971,0.000005791489,0.00002785799,0.0004666487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0945542,"threshold_uncertainty_score":0.8023024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006637180372025455,"score_gpt":0.2211741885855362,"score_spread":0.2145370082135107,"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."}}