{"id":"W4389560833","doi":"10.7185/gold2023.20643","title":"ISAMO (Iron Salt Atmospheric Methane Oxidation)","year":2023,"lang":"en","type":"article","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; Salt (chemistry); Atmospheric methane; Anaerobic oxidation of methane; Environmental chemistry; Environmental science; Astrobiology; Chemistry; Organic chemistry; Physics","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":[0.0005257176,0.0008796972,0.0003886837,0.0004864891,0.0006438945,0.0004607258,0.0004886423,0.0004562482,0.007356766],"category_scores_gemma":[0.0002234441,0.0001692869,0.0005200085,0.0003465673,0.0001841658,0.0003677878,0.001346637,0.0008068279,0.004547677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004459817,"about_ca_system_score_gemma":0.0007251332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00271505,"about_ca_topic_score_gemma":0.004560539,"domain_scores_codex":[0.9997426,0.00002593682,0.000003822716,0.00006856277,0.0001002353,0.00005891599],"domain_scores_gemma":[0.9998707,0.000008314373,0.00001489161,0.00002360004,0.00003775557,0.00004469429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0028691,0.000816563,0.05210467,0.001818101,0.0003209572,0.0006314886,0.0003088502,0.009327616,0.247981,0.01240359,0.2171735,0.4542445],"study_design_scores_gemma":[0.0004596901,0.002639436,0.07123302,0.0001793772,0.0002278016,0.0006657183,0.0001423825,0.02828666,0.2114865,0.004490249,0.6800859,0.0001031254],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5519283,0.009056065,0.05581112,0.003161072,0.002066082,0.001218889,0.076956,0.03493273,0.2648696],"genre_scores_gemma":[0.763739,0.003887292,0.07175455,0.0009194784,0.0004489581,0.0007407026,0.06968837,0.00146561,0.0873561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007356766,"threshold_uncertainty_score":0.02461082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007576148686729399,"score_gpt":0.2126096778724148,"score_spread":0.2050335291856854,"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."}}