{"id":"W1985166578","doi":"10.1016/j.micres.2012.05.003","title":"Characterization and analysis of nifH genes from Paenibacillus sabinae T27","year":2012,"lang":"en","type":"article","venue":"Microbiological Research","topic":"Metalloenzymes and iron-sulfur proteins","field":"Energy","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Lakehead University","funders":"National Natural Science Foundation of China","keywords":"Biology; Nitrogenase; Paenibacillus; Paenibacillus polymyxa; Gene; Diazotroph; Nitrogen fixation; Mutant; Microbiology; Gene cluster; Phylogenetic tree; Klebsiella pneumoniae; Genetics; Bacteria; 16S ribosomal RNA; Escherichia coli","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001011655,0.0001232157,0.0003674594,0.0002303233,0.0001078685,0.00003108459,0.0002062031,0.0001951759,0.002448787],"category_scores_gemma":[0.0002329725,0.00008425066,0.0001154621,0.0007328886,0.0002555574,0.00009548927,0.000257434,0.0002048625,0.00009759808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003301401,"about_ca_system_score_gemma":0.00001185731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001034358,"about_ca_topic_score_gemma":0.00009131827,"domain_scores_codex":[0.9982218,0.0005120237,0.0002897776,0.0002967402,0.0001822132,0.0004974703],"domain_scores_gemma":[0.9991186,0.0002497562,0.00006599307,0.0002927964,0.0001289444,0.000143938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004808165,0.0001094595,0.02214114,0.000006432934,0.0002174496,0.000001006134,0.0001045762,0.000004225883,0.9550487,0.002774665,0.00005411331,0.01949016],"study_design_scores_gemma":[0.0002902027,0.0001794977,0.6370696,0.00000840613,0.0001253725,0.000001188009,0.00008149882,0.0001730245,0.2424267,0.0001993489,0.119253,0.0001920616],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964411,0.001995229,0.0003635292,0.0001319747,0.00004628777,0.0001548811,0.0001678178,0.00002069749,0.0006785078],"genre_scores_gemma":[0.9964995,0.0006563639,0.000400636,0.00004310301,0.0001103402,0.0000193781,0.0009263111,0.000009326174,0.001334985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7126219,"threshold_uncertainty_score":0.9984631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09461594325226001,"score_gpt":0.3322697741265687,"score_spread":0.2376538308743086,"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."}}