{"id":"W7064266823","doi":"","title":"Biological hydrogen production from industrial wastewater with Â«Clostridium beijerinckiiÂ»","year":2008,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biohydrogen; Wastewater; Formate; Dark fermentation; Effluent; Industrial wastewater treatment; Hydrogen production; Hydrogen; Clostridium beijerinckii","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":[0.0004283871,0.000632866,0.0005344358,0.0002681891,0.0002905797,0.000513242,0.0003357345,0.0005593779,0.0003208481],"category_scores_gemma":[0.0003104053,0.0001571962,0.0003472875,0.000441554,0.0001374841,0.0002090578,0.0003350999,0.0004543014,0.0001363808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003696756,"about_ca_system_score_gemma":0.0002787526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00251197,"about_ca_topic_score_gemma":0.001697307,"domain_scores_codex":[0.9995497,0.00009816009,0.00004998823,0.00008096668,0.0001197215,0.0001014251],"domain_scores_gemma":[0.9998403,0.00003976551,0.00002868775,0.00001035351,0.00005063701,0.00003025065],"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":[0.0001616316,0.000110502,0.0005439443,0.0001059857,0.000009246951,0.00006163303,0.00001570807,0.0001395632,0.9968165,0.00001228533,0.00001852198,0.002004469],"study_design_scores_gemma":[0.00001853338,0.001496364,0.005571609,0.00001264238,0.00003471302,0.0001030275,0.00005676359,0.000588278,0.9914553,0.00001511207,0.0006389169,0.000008631941],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985328,0.0005161624,0.0004798477,0.00003327371,0.00001884026,0.00001862872,0.000109223,0.00001214587,0.0002791614],"genre_scores_gemma":[0.9942634,0.0008601369,0.003192175,0.00004473706,0.00001228566,0.00002805309,0.0006410073,0.000008224777,0.0009498619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00251197,"threshold_uncertainty_score":0.00499469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007267497205556827,"score_gpt":0.1485985463853287,"score_spread":0.1413310491797719,"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."}}