{"id":"W4308584753","doi":"10.5194/bg-2022-88-rc1","title":"Referee comment on bg-2022-88","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Wetland; Greenhouse gas; Swamp; Marsh; Methane; Atmospheric sciences; Atmospheric methane; Land use; Methane emissions; Grassland; Physical geography; Geography; Ecology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00485984,0.001298678,0.001376797,0.003502881,0.002598124,0.005130759,0.002509647,0.01151304,0.08498923],"category_scores_gemma":[0.02652489,0.0004572711,0.001591218,0.004078792,0.001088177,0.002838841,0.002119008,0.006973626,0.06027819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004929958,"about_ca_system_score_gemma":0.006680385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1081437,"about_ca_topic_score_gemma":0.08170945,"domain_scores_codex":[0.9959677,0.0002932475,0.0003211033,0.0004281706,0.002563941,0.0004257044],"domain_scores_gemma":[0.9804731,0.002518149,0.0007725616,0.001257917,0.01425427,0.0007240362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002001071,0.000004378614,0.00005297592,0.00005194032,0.000002634551,0.00004821383,0.00001161415,0.00003717498,0.00008746839,0.0004603615,0.9965161,0.002707033],"study_design_scores_gemma":[0.00001659982,0.000004799861,0.001058575,0.00008303511,0.000006303417,0.00002485363,0.00002873283,0.0001031412,0.0001973707,0.0004622017,0.9979917,0.0000226043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0008982312,0.00489121,0.002742442,0.2908963,0.5750301,0.0006169716,0.02819753,0.003857466,0.09286972],"genre_scores_gemma":[0.01658953,0.007281227,0.005022518,0.2611867,0.1360343,0.001135011,0.02275697,0.004807553,0.5451862],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9150108,"threshold_uncertainty_score":0.2843173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01832198974602123,"score_gpt":0.2482435163953415,"score_spread":0.2299215266493203,"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."}}