{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"226088a046f4","filters":{"venue":"Internationalm conference on bioscience and biotechnology"}},"results":[{"id":"W2765722823","doi":"10.17501/biotech.2017.2101","title":"KINETIC MODEL DEVELOPMENT ON SOURCE-SEPARATED ORGANIC WASTE FOR ETHANOL PRODUCTION BY S. cerevisiae STRAIN","year":2017,"lang":"en","type":"article","venue":"Internationalm conference on bioscience and biotechnology","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Ethanol; Strain (injury); Ethanol fuel; Chemistry; Source model; Production (economics); Waste management; Biodegradable waste; Pulp and paper industry; Biochemical engineering; Environmental science; Computer science; Organic chemistry; Engineering; Biology","authors":[{"name":"Valeriy Bekmuradov","is_ca":true},{"name":"Grace K. Luk","is_ca":true},{"name":"Michael Crupi","is_ca":false},{"name":"Elsayed Elbeshbishy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03271589323935873,"gpt":0.2615246341800282,"spread":0.2288087409406695,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004289459,0.001052685,0.0009285525,0.0004505359,0.0004062496,0.001056556,0.001138336,0.001135451,0.002195323],"category_scores_gemma":[0.0007214102,0.000416008,0.001397638,0.0005031584,0.0002391447,0.000515701,0.0005086387,0.0008503323,0.0006985542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013346,"about_ca_system_score_gemma":0.001303748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0279276,"about_ca_topic_score_gemma":0.01149389,"domain_scores_codex":[0.9998586,0.00002997013,0.0000138191,0.00003426305,0.00003975236,0.00002350916],"domain_scores_gemma":[0.9997256,0.0001249656,0.00002725214,0.00001423372,0.00009991755,0.000008003178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003531564,0.00003040951,0.0006314125,0.00009205288,0.00001597284,0.00007099924,0.00002964677,0.9918299,0.003827042,0.00114845,0.0001104525,0.002178248],"study_design_scores_gemma":[0.000004867015,0.00001710814,0.0001399603,0.00000433599,0.000006637946,0.000006496868,0.00000835803,0.9981228,0.001060202,0.0001878951,0.0004368227,0.000004455545],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3086214,0.00194432,0.6485743,0.000588024,0.0001576801,0.0005789865,0.003712968,0.001601192,0.0342212],"genre_scores_gemma":[0.9482436,0.001370992,0.03489178,0.00005898539,0.00002472751,0.00114999,0.001951078,0.0001077581,0.01220112],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0279276,"threshold_uncertainty_score":0.05553013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}