{"id":"W33204818","doi":"10.1002/trc2.12083","title":"Hydrogen production from sugars and complex biomass by Clostridium species, AK14, isolated from Icelandic hot spring.","year":2010,"lang":"en","type":"article","venue":"Icelandic Agricultural Sciences","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spring (device); Biomass (ecology); Icelandic; Hot spring; Hydrogen production; Clostridium; Chemistry; Hydrogen; Biology; Ecology; Engineering; Bacteria; Genetics; Philosophy; Paleontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000591626,0.000843213,0.0003842284,0.000631318,0.0005538249,0.0006848903,0.0003957762,0.0005193343,0.0008941158],"category_scores_gemma":[0.0005652856,0.0001439232,0.0004450937,0.0007657136,0.0002263551,0.0003989943,0.0005766011,0.0004482878,0.0003212423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004194594,"about_ca_system_score_gemma":0.0008933303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01239253,"about_ca_topic_score_gemma":0.01257409,"domain_scores_codex":[0.9997009,0.00005485875,0.00002832834,0.00004660849,0.00006128755,0.0001080719],"domain_scores_gemma":[0.9998129,0.00004808898,0.00002849303,0.00001225666,0.00005400791,0.00004427715],"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":[0.002884036,0.0006849536,0.03789015,0.000800666,0.0002314632,0.001909246,0.0006340519,0.003441872,0.900673,0.000482286,0.002932058,0.04743612],"study_design_scores_gemma":[0.0002007411,0.005042754,0.2687961,0.0004030369,0.0004271921,0.001457395,0.00462282,0.004846508,0.6926244,0.0009087545,0.02056615,0.0001042202],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926935,0.001785548,0.0004496323,0.0002619685,0.0002429096,0.0000598964,0.001412802,0.000008565156,0.003085115],"genre_scores_gemma":[0.9899445,0.00160689,0.001773004,0.0001600693,0.00004261353,0.00002845693,0.003032582,0.00001210822,0.003399807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01239253,"threshold_uncertainty_score":0.0246408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069044118595286,"score_gpt":0.1914269819652326,"score_spread":0.1807365407792797,"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."}}