{"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":"8542d60da750","filters":{"venue":"Journal of Tropical Life Science"}},"results":[{"id":"W2782960658","doi":"10.11594/jtls.08.01.14","title":"Glycerol Utilization as Substrate for Ethanol Production in Escherichia coli Recombinant under an Aerobic Condition","year":2018,"lang":"en","type":"article","venue":"Journal of Tropical Life Science","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Institute of Genetics","keywords":"Glycerol; Escherichia coli; Substrate (aquarium); Biochemistry; Ethanol; Chemistry; Fermentation; Food science; Biology; Gene","authors":[{"name":"Wahyu Pranata","is_ca":false},{"name":"Prayoga Suryadarma","is_ca":false},{"name":"Djumali Mangunwidjaja","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02668578171208809,"gpt":0.3046130535447769,"spread":0.2779272718326888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004158521,0.00007453583,0.0001063813,0.00009660382,0.00008445626,0.00003932505,0.0001477305,0.00007148447,0.000006416917],"category_scores_gemma":[0.0004986627,0.00006162968,0.00003648421,0.0002762459,0.0002014799,0.00004524376,0.0000141831,0.00008388968,0.000001983046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002953447,"about_ca_system_score_gemma":0.000207078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000493929,"about_ca_topic_score_gemma":0.00001334238,"domain_scores_codex":[0.9991795,0.00003637155,0.0002615057,0.0002169788,0.0001422302,0.0001634197],"domain_scores_gemma":[0.9992598,0.000002188355,0.0001528257,0.0001268564,0.000363528,0.0000948107],"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":[0.0001799013,0.00007860492,0.0002887615,0.000007187865,0.0000042102,2.154379e-7,0.00002562668,0.0003103611,0.998137,0.0001970328,0.0001211295,0.0006499541],"study_design_scores_gemma":[0.0004456307,0.001375221,0.03235304,0.0000222614,0.000009977734,0.00003395196,0.00005432935,0.0002057004,0.9633807,0.0002709814,0.001760042,0.00008819308],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903673,0.00006749226,0.007368523,0.0005386187,0.001500227,0.0001394892,7.019763e-7,0.000004468848,0.00001316396],"genre_scores_gemma":[0.9966533,0.0000505011,0.002102182,0.0001163347,0.0009998872,0.000003417244,0.000004470408,0.000006430344,0.00006348176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03475635,"threshold_uncertainty_score":0.2513185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}