{"id":"W4206261370","doi":"10.5194/bg-2020-178-ac3","title":"Response to Anonymous Referee #1","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.007376464,0.001531863,0.001751032,0.002902115,0.004560711,0.004047145,0.002176412,0.007675617,0.09483238],"category_scores_gemma":[0.1089053,0.0005912421,0.001478024,0.003123242,0.001343504,0.003389896,0.003675028,0.01038225,0.05390713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005526858,"about_ca_system_score_gemma":0.004820403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01987921,"about_ca_topic_score_gemma":0.02031703,"domain_scores_codex":[0.9914114,0.002315667,0.001059224,0.000989784,0.003522776,0.0007011935],"domain_scores_gemma":[0.9119074,0.01633576,0.002918016,0.002862843,0.06323269,0.002743165],"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":[0.00001013409,0.000002085509,0.00005052523,0.00004795143,0.000003102247,0.00004443656,0.00007078777,0.000009137945,0.00004674683,0.0002416461,0.9982888,0.00118459],"study_design_scores_gemma":[0.00001090596,0.000007968062,0.0009045278,0.0001600535,0.00001573981,0.0001352527,0.0004951415,0.00007910832,0.0002021692,0.0005748876,0.9973668,0.00004721864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0004485732,0.002121143,0.001318161,0.6036426,0.3765247,0.0001664188,0.003550456,0.001064497,0.01116345],"genre_scores_gemma":[0.01479512,0.003523475,0.002210383,0.6500831,0.1494052,0.0007575365,0.003214215,0.001915347,0.1740957],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9051676,"threshold_uncertainty_score":0.317246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03797252391036122,"score_gpt":0.2413336257500865,"score_spread":0.2033611018397253,"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."}}