{"id":"W4402899548","doi":"10.5376/be.2024.14.0016","title":"Process Study on Microbial Fixation of CO<sub>2</sub> and Its Conversion into Organic Acids","year":2024,"lang":"en","type":"article","venue":"Biological Evidence","topic":"Microbial metabolism and enzyme function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry; Fixation (population genetics); Carbon fixation; Environmental chemistry; Environmental science; Carbon dioxide; Organic chemistry; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003711976,0.000190388,0.0002134916,0.00005607617,0.0000816366,0.0000272689,0.0001721988,0.000249656,0.0000546012],"category_scores_gemma":[0.0005304262,0.0001408111,0.00006032968,0.0001859819,0.00009226562,0.00001797191,0.0001173567,0.0001137203,0.00005805987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001665925,"about_ca_system_score_gemma":0.00006107994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003323208,"about_ca_topic_score_gemma":0.000006681308,"domain_scores_codex":[0.9987127,0.0001478733,0.0002674923,0.00056348,0.0001258019,0.0001826053],"domain_scores_gemma":[0.9994879,0.00005637672,0.00008416521,0.0001819323,0.000119877,0.00006979739],"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":[0.0003229481,0.0001084328,0.001151091,0.0001175295,0.00002606342,0.000003790228,0.0001423827,0.000003216362,0.9955264,0.00003733214,0.001557247,0.001003617],"study_design_scores_gemma":[0.0003215343,0.001744773,0.01042692,0.0001571893,0.00003662703,0.0000106046,0.00007120969,0.00003048699,0.9821013,0.00003212474,0.00486905,0.0001981981],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932248,0.005559063,0.0002066286,0.0001392334,0.0003836184,0.0004053901,0.00002429976,0.00003316384,0.00002382387],"genre_scores_gemma":[0.9974893,0.001920064,0.00002049079,0.0001508662,0.0002682263,0.00001796447,0.00005711452,0.00001223645,0.00006371602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01342507,"threshold_uncertainty_score":0.5742111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02552664864326968,"score_gpt":0.2803231678165572,"score_spread":0.2547965191732875,"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."}}