{"id":"W4322004672","doi":"10.5194/egusphere-egu23-9030","title":"ISAMO (Iron Salt Atmospheric Methane Oxidation)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Methane; Atmospheric methane; Greenhouse gas; Environmental chemistry; Chemistry; δ13C; Isotopes of carbon; Anaerobic oxidation of methane; Carbon fibers; Atmosphere (unit); Stable isotope ratio; Isotope; Atmospheric sciences; Carbon dioxide; Environmental science; Total organic carbon; Meteorology; Oceanography; Geology; Materials science; Organic chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004805134,0.0008824063,0.000423665,0.0005357841,0.0006935145,0.0005104056,0.0005594357,0.0005358881,0.01002944],"category_scores_gemma":[0.0002326549,0.0001946711,0.0005546924,0.0003818639,0.0001939389,0.0004251666,0.001300808,0.0008726199,0.005605487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004921049,"about_ca_system_score_gemma":0.0007102445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002945786,"about_ca_topic_score_gemma":0.005218464,"domain_scores_codex":[0.9997378,0.0000240352,0.000004580632,0.00006783271,0.0001035825,0.00006226514],"domain_scores_gemma":[0.9998734,0.000008449325,0.00001334855,0.00002337436,0.00003789727,0.00004347721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002844952,0.0007952708,0.04308705,0.002089309,0.0003088282,0.0007643732,0.0003148237,0.009125901,0.2205746,0.01187061,0.2606128,0.4476114],"study_design_scores_gemma":[0.0004037356,0.001913156,0.04687888,0.0001702187,0.0001941356,0.0006001336,0.0001424628,0.02521649,0.18172,0.003599534,0.7390663,0.00009499594],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4953076,0.01129817,0.04822522,0.003879853,0.002780313,0.001155465,0.07215032,0.04045754,0.3247456],"genre_scores_gemma":[0.7430484,0.00484132,0.0702602,0.001120283,0.0005258941,0.0006430105,0.07205515,0.001649383,0.1058563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01002944,"threshold_uncertainty_score":0.03355181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01490362115476146,"score_gpt":0.2320036919408605,"score_spread":0.2171000707860991,"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."}}