{"id":"W1582904044","doi":"10.51847/qdxz2b1","title":"10.51847/QdXz2b1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Rhizopus oryzae; Solid-state fermentation; Chemistry; Substrate (aquarium); Response surface methodology; Central composite design; Fermentation; Food science; Hyacinth; Chromatography; Biology; Organic chemistry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000227222,0.0007095842,0.0005156499,0.0009502595,0.0005256267,0.0009776033,0.0005567518,0.0009087434,0.4505718],"category_scores_gemma":[0.0002305997,0.0003389365,0.000361644,0.0006695285,0.000282337,0.0004499933,0.0006300038,0.0005041759,0.3049385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007846895,"about_ca_system_score_gemma":0.000338625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002150606,"about_ca_topic_score_gemma":0.002263335,"domain_scores_codex":[0.9998252,0.00001100727,0.00001052334,0.0000432742,0.00007121982,0.00003886428],"domain_scores_gemma":[0.9998769,0.000013675,0.00001155359,0.00002315548,0.00003743192,0.0000373663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001328324,0.0005983499,0.001904352,0.0002959026,0.00003561351,0.0003376886,0.0000537571,0.0007777011,0.6331998,0.005654605,0.02877874,0.3270351],"study_design_scores_gemma":[0.0002535434,0.0003656518,0.007871516,0.00007894536,0.00004021558,0.001046072,0.0001090703,0.006041045,0.2876692,0.001146594,0.695347,0.00003112846],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2495531,0.004369519,0.05649798,0.003086219,0.002744156,0.0007801037,0.01443236,0.006802833,0.6617338],"genre_scores_gemma":[0.09461337,0.0007227029,0.01413069,0.000265623,0.00008868444,0.0001600816,0.006999789,0.0004436942,0.8825754],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5494282,"threshold_uncertainty_score":0.7836926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004942132182409097,"score_gpt":0.1548110226906129,"score_spread":0.1498688905082038,"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."}}