{"id":"W2128836815","doi":"","title":"A Novel Biological Hydrogen Production System: Impact of Organic Loading","year":2010,"lang":"en","type":"article","venue":"JuSER (Forschungszentrum Jülich)","topic":"Anaerobic Digestion and Biogas Production","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biohydrogen; Chemistry; Effluent; Dark fermentation; Hydrogen production; Temperature gradient gel electrophoresis; Wastewater; Hydrogen; Chromatography; Food science; Environmental engineering; Biochemistry; Environmental science; Organic chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002791575,0.0002447804,0.0002792159,0.0001661875,0.00008394486,0.00002739288,0.0001976729,0.0002209215,0.0001852612],"category_scores_gemma":[0.00009370601,0.0001950834,0.000174515,0.0004333208,0.00007426627,0.0002480523,0.00004385545,0.0003276271,0.0001497563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356744,"about_ca_system_score_gemma":0.00003810289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005393497,"about_ca_topic_score_gemma":0.0000368996,"domain_scores_codex":[0.9987386,0.00001673822,0.000379515,0.000322631,0.000182579,0.0003599511],"domain_scores_gemma":[0.9992672,0.00001226266,0.000103236,0.0003913257,0.00009285859,0.000133141],"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":[0.0000193938,0.00006813002,0.006261542,0.00004360766,0.00009380496,0.000001133699,0.0001114359,0.0006164713,0.9888949,0.002721109,0.0008232134,0.0003452734],"study_design_scores_gemma":[0.001327562,0.0004543207,0.08257241,0.0001728712,0.0001795219,0.0007319387,0.000435621,0.003739344,0.8967071,0.0001332087,0.01239343,0.001152723],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958347,0.0000637417,0.0005311026,0.0001020106,0.001554852,0.0002990629,0.00001330949,0.0007024998,0.0008986888],"genre_scores_gemma":[0.9987026,0.00002977721,0.0004481319,0.000008292822,0.0005326304,0.00001245306,0.00003575887,0.00004529605,0.0001850251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09218783,"threshold_uncertainty_score":0.7955269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137081278308189,"score_gpt":0.2175126787146249,"score_spread":0.206141865931543,"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."}}