{"id":"W4245065881","doi":"10.5194/bg-2020-483-rc1","title":"Comment on bg-2020-483","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Peatlands and Wetlands Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Science Foundation","keywords":"Nitrogen fixation; Representation (politics); Ecosystem; Temperate climate; Ecology; Chemistry; Biology; Nitrogen","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00168177,0.001069058,0.001089445,0.001356656,0.001727316,0.00585443,0.002195434,0.01568483,0.2146356],"category_scores_gemma":[0.008711413,0.0005054009,0.001421675,0.002051271,0.001159815,0.002711052,0.001828673,0.009164789,0.1605859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003621405,"about_ca_system_score_gemma":0.004249782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04222398,"about_ca_topic_score_gemma":0.03555662,"domain_scores_codex":[0.9986423,0.00009729628,0.00007637834,0.0001581044,0.0007867261,0.0002391297],"domain_scores_gemma":[0.9971244,0.0005451652,0.0001560734,0.0002443223,0.001566739,0.0003633144],"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":[0.00003982799,0.000007080433,0.00004125176,0.00004146056,0.000001956678,0.00002771729,0.000004246363,0.00003234434,0.00006676214,0.0006292951,0.9966277,0.002480229],"study_design_scores_gemma":[0.00002323785,0.000007886745,0.000532623,0.00006103441,0.000003148511,0.0000114861,0.00001668753,0.00008581904,0.0001328673,0.0007957575,0.9983175,0.00001212445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0009048434,0.002629795,0.001311637,0.2578291,0.3868521,0.000531558,0.04584133,0.005010417,0.2990893],"genre_scores_gemma":[0.008599294,0.001866006,0.001540887,0.3473125,0.05917754,0.0006533017,0.0164083,0.002461837,0.5619804],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.2146356,"threshold_uncertainty_score":0.7180276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01982618808929045,"score_gpt":0.2733619348117195,"score_spread":0.2535357467224291,"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."}}