{"id":"W1624223663","doi":"10.51847/ctyb6nw","title":"10.51847/CtyB6Nw","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Biofuel production and bioconversion","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diastase; Chemistry; Starch; Cellulosic ethanol; Cellulose; Ethanol; Sulfuric acid; Ethanol fuel; Food science; Serial dilution; Digestion (alchemy); Raw material; Yeast; Pulp and paper industry; Chromatography; Biochemistry; 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":[0.0004949362,0.001399686,0.0006798529,0.001947011,0.001084246,0.002157585,0.001328985,0.002516545,0.9327436],"category_scores_gemma":[0.0008009032,0.0004613081,0.0006319155,0.001884481,0.0008540018,0.001554676,0.001644911,0.001111122,0.9336162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001040946,"about_ca_system_score_gemma":0.0007567497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003007664,"about_ca_topic_score_gemma":0.003331898,"domain_scores_codex":[0.9996281,0.00002577118,0.00002471041,0.0001149959,0.0001344615,0.00007202494],"domain_scores_gemma":[0.999299,0.00008417573,0.00006213053,0.0001616273,0.0002075894,0.0001852833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007339725,0.000538995,0.002065661,0.0004446571,0.00003696611,0.0007976232,0.0001243844,0.001130739,0.03215583,0.009404839,0.1740802,0.7784861],"study_design_scores_gemma":[0.0001149888,0.0001656253,0.002537403,0.0002166176,0.000022919,0.001241958,0.0001182151,0.00229168,0.006705968,0.001941247,0.9846129,0.00003039551],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006316135,0.0004317072,0.007218982,0.0008628087,0.0009150563,0.0002396894,0.002132663,0.003066363,0.9788166],"genre_scores_gemma":[0.007938925,0.0001644983,0.003203652,0.0002814742,0.00008720871,0.00009726208,0.001778774,0.0004617293,0.9859865],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06725639,"threshold_uncertainty_score":0.09593308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004956796030792553,"score_gpt":0.1550568842659844,"score_spread":0.1501000882351918,"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."}}