{"id":"W7132051384","doi":"","title":"中空纤维膜反应器内合成气发酵制氢的研究","year":2011,"lang":"zh","type":"article","venue":"NPARC","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Syngas; Bioconversion; Carbon monoxide; Hydrogen; Bioreactor; Yield (engineering); Fermentation","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":[0.0001830924,0.0002168366,0.0001609123,0.0001060273,0.0001251341,0.0002176666,0.0001582492,0.0001816343,0.0001411849],"category_scores_gemma":[0.0001238861,0.00008781697,0.0001584133,0.0001286533,0.0002204401,0.0002496544,0.0001769097,0.000147222,0.00008205669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002670417,"about_ca_system_score_gemma":0.0002396898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001330295,"about_ca_topic_score_gemma":0.001531189,"domain_scores_codex":[0.9999191,0.00001162614,0.000005245574,0.00001821623,0.0000302496,0.00001561909],"domain_scores_gemma":[0.9999518,0.000008344958,0.00001283541,0.000006354246,0.00001141732,0.000009085404],"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":[0.00003739903,0.00000781627,0.0003246774,0.00001378333,0.000002079495,0.00002040325,0.000005131626,0.0001025422,0.9980318,0.0000405696,0.00000504832,0.001408747],"study_design_scores_gemma":[0.000003785446,0.0001418572,0.002329973,0.00000114256,0.000005190871,0.00006093149,0.00001180194,0.001193583,0.9959215,0.00002867564,0.0002989752,0.000002484813],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970897,0.0002728399,0.002215524,0.00002019172,0.000003649237,0.000005001252,0.00003476646,0.0000117263,0.0003465565],"genre_scores_gemma":[0.9976102,0.0001354442,0.001968474,0.000004887986,0.000001051693,0.000002431276,0.00004151845,0.000002035693,0.0002339398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001330295,"threshold_uncertainty_score":0.002645135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02613026002292926,"score_gpt":0.2023965052081048,"score_spread":0.1762662451851756,"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."}}