{"id":"W4386523615","doi":"10.5194/bg-2023-137-rc1","title":"Comment on bg-2023-137","year":2023,"lang":"en","type":"peer-review","venue":"","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Fujian Normal University; Natural Science Foundation of Fujian Province; National Natural Science Foundation of China","keywords":"Environmental science","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":[0.002066019,0.001117475,0.001345916,0.001648747,0.002580917,0.005665265,0.002906572,0.02632182,0.1938139],"category_scores_gemma":[0.01468853,0.0006199122,0.001694307,0.002689283,0.001737028,0.002296889,0.002045674,0.0137554,0.1694512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005346491,"about_ca_system_score_gemma":0.005484763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07443915,"about_ca_topic_score_gemma":0.05847436,"domain_scores_codex":[0.9979212,0.0001423881,0.0001497051,0.0002247021,0.001195118,0.0003669891],"domain_scores_gemma":[0.9953303,0.001015274,0.0002327774,0.0004256028,0.002518044,0.0004780128],"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":[0.00003232877,0.000008633236,0.00005720145,0.00003185243,0.000002023182,0.0000401653,0.000006484279,0.00002000353,0.00005193238,0.000452034,0.9973923,0.001904937],"study_design_scores_gemma":[0.0000349498,0.00001014647,0.0008556057,0.00008133164,0.000004064702,0.00001436259,0.0000269656,0.00007515695,0.0001229162,0.0007363957,0.998022,0.00001602696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007171733,0.001570516,0.0007105245,0.4013056,0.3606406,0.0005256774,0.02489034,0.004706222,0.2049333],"genre_scores_gemma":[0.004933641,0.00107548,0.0008873764,0.5119177,0.05173738,0.0005950966,0.006904402,0.00148401,0.420465],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1938139,"threshold_uncertainty_score":0.6483723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07217623761722047,"score_gpt":0.2673286065538438,"score_spread":0.1951523689366234,"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."}}