{"id":"W1514104356","doi":"10.1029/2002gb001890","title":"Air‐sea flux of bromoform: Controls, rates, and implications","year":2003,"lang":"en","type":"article","venue":"Global Biogeochemical Cycles","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":303,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft; Canadian Bee Research Fund","keywords":"Bromoform; Environmental science; Atmospheric sciences; Flux (metallurgy); Sink (geography); Troposphere; Atmospheric chemistry; Climatology; Oceanography; Meteorology; Ozone; Chemistry; Geology; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.00009799215,0.0001045734,0.0001742418,0.00001690527,0.00005701044,0.00001866404,0.0001105109,0.00007098183,0.0004789395],"category_scores_gemma":[0.00006772183,0.00008507865,0.00004942235,0.0001712207,0.00008995162,0.00007140728,0.00001482931,0.00004746204,0.00005375015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003554406,"about_ca_system_score_gemma":0.000032416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003335973,"about_ca_topic_score_gemma":0.001289578,"domain_scores_codex":[0.9992431,0.0000303399,0.0002149668,0.0001882716,0.0001057374,0.0002175546],"domain_scores_gemma":[0.9995597,0.0000517856,0.00006145765,0.0001463879,0.00003830962,0.0001423524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001814128,0.00002229226,0.9715145,0.0000239788,0.00001850344,0.000001267237,0.00000400086,0.000005430328,0.0009236013,0.005318964,0.001518149,0.0206312],"study_design_scores_gemma":[0.0007003082,0.0001533744,0.8693092,0.00002812496,0.00004620913,0.0001324371,0.0001434407,0.0004626295,0.01543716,0.06633443,0.04686829,0.0003843543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9219382,0.00132665,0.00003448788,0.0002826215,0.00005146884,0.0001284611,0.001521886,0.00002865328,0.0746876],"genre_scores_gemma":[0.9991446,0.00004180801,0.0003186544,0.0001207348,0.00002217487,0.000001436211,0.0003241513,0.000001179815,0.00002527899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1022052,"threshold_uncertainty_score":0.5244052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009218870024167835,"score_gpt":0.2169516878515089,"score_spread":0.2077328178273411,"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."}}