{"id":"W4416443201","doi":"10.5376/jeb.2025.16.0025","title":"The Potential of Sweet Potato in Bioethanol and Biogas Production","year":2025,"lang":"","type":"article","venue":"Journal of Energy Bioscience","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biofuel; Ethanol fuel; Renewable energy; Biogas; Bioenergy; Raw material; Production (economics); Renewable resource; Fossil fuel","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003637385,0.0004072418,0.0002571974,0.0009038545,0.0004112226,0.001558332,0.0002742057,0.0007278243,0.002363847],"category_scores_gemma":[0.0001941796,0.0002173634,0.0007565081,0.0009126633,0.0003339346,0.001939056,0.0009819233,0.0006386808,0.0006045855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003591318,"about_ca_system_score_gemma":0.000388537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003817194,"about_ca_topic_score_gemma":0.0009262569,"domain_scores_codex":[0.9998314,0.00002964659,0.000008817855,0.00004572072,0.00004184572,0.00004253653],"domain_scores_gemma":[0.9999068,0.00002939269,0.00001570117,0.000006711669,0.00002532551,0.00001615811],"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":[0.0003948728,0.0002373487,0.007464834,0.004558386,0.0001462344,0.00337024,0.0006645325,0.004095496,0.7050667,0.03822684,0.002443363,0.2333312],"study_design_scores_gemma":[0.00004286795,0.001179716,0.01229566,0.001346675,0.0003426172,0.004108469,0.002563732,0.006505959,0.5525292,0.0255055,0.3934295,0.0001500339],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.548198,0.3064013,0.03445649,0.005134749,0.0007501193,0.00008000726,0.0005571261,0.0001852182,0.1042369],"genre_scores_gemma":[0.8819523,0.09751606,0.009109681,0.0005135105,0.0001033153,0.00004653495,0.0002529088,0.00003061789,0.01047509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002363847,"threshold_uncertainty_score":0.007907927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006917973282960686,"score_gpt":0.2192654822039035,"score_spread":0.2123475089209429,"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."}}