{"id":"W2052647072","doi":"10.1016/j.biortech.2014.11.047","title":"Biological reformation of ethanol to hydrogen by Rhodopseudomonas palustris CGA009","year":2014,"lang":"en","type":"article","venue":"Bioresource Technology","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; China Sponsorship Council","keywords":"Rhodopseudomonas palustris; Hydrogen production; Hydrogen; Ethanol; Biofuel; Renewable energy; Catalysis; Chemistry; Pulp and paper industry; Bacteria; Botany; Biochemistry; Organic chemistry; Biotechnology; Biology; Ecology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001684136,0.0001176065,0.0001658569,0.000253085,0.00003032463,0.00000446042,0.0001945066,0.0003198011,0.00002813127],"category_scores_gemma":[0.0001051956,0.00009915321,0.00003418188,0.0004480185,0.00009567649,0.00003006435,0.00004904282,0.0001272141,0.0001150145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003848588,"about_ca_system_score_gemma":0.000003093392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008417443,"about_ca_topic_score_gemma":0.00000118009,"domain_scores_codex":[0.9993069,0.00002118551,0.0002272761,0.0001662032,0.0000831196,0.0001953133],"domain_scores_gemma":[0.999604,0.00001171798,0.0000441554,0.0002563892,0.00003407203,0.00004969],"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":[0.0000272595,0.00006685484,0.003115432,0.00001919094,0.00003926807,7.851132e-7,0.000154037,0.001153653,0.8440488,0.01539468,0.01835834,0.1176217],"study_design_scores_gemma":[0.0002124608,0.0002617354,0.0004602958,0.00001510954,0.000007293586,0.00001287038,0.0001013637,0.0006413087,0.7019484,0.0004246166,0.295733,0.0001815117],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876698,0.0001540258,0.007792136,0.001503692,0.00009024404,0.0001674986,0.000009383565,0.0009780833,0.001635182],"genre_scores_gemma":[0.9986192,0.00003813953,0.001102077,0.00006759259,0.00004088289,0.0000168597,0.00002251226,0.0000127434,0.00007996729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2773747,"threshold_uncertainty_score":0.4043351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007538181298910126,"score_gpt":0.1962211625300743,"score_spread":0.1886829812311642,"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."}}