{"id":"W4212774516","doi":"10.5194/gmd-2021-433-rc3","title":"Comment on gmd-2021-433","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Environment Research Council; European Regional Development Fund; U.S. Department of Energy; Ministry of Energy, Israel; European Social Fund; Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement; Mälardalens högskola; Vlaamse regering; U.S. Geological Survey; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Analyses et Expérimentations pour les Ecosystèmes; Fonds Wetenschappelijk Onderzoek; Bundesministerium für Bildung und Forschung; Vetenskapsrådet; National Science Foundation; Eesti Teadusagentuur; Ministère de l’Environnement, de la Protection de la nature et des Parcs; Belgian Federal Science Policy Office","keywords":"Climate change; Climate model; Environmental science; Representative Concentration Pathways; Coupled model intercomparison project; Climatology; Greenhouse gas; Forcing (mathematics); Biogeochemistry; Physical geography; Geography; Geology; Oceanography","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":[0.002276679,0.001117811,0.001105846,0.00128424,0.002519482,0.004501086,0.003010469,0.02892102,0.1844936],"category_scores_gemma":[0.01375873,0.0005802839,0.001915672,0.001812811,0.001754749,0.002895357,0.002134744,0.01453893,0.1669894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005252661,"about_ca_system_score_gemma":0.005118683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04051933,"about_ca_topic_score_gemma":0.03823213,"domain_scores_codex":[0.9979708,0.0001579635,0.0001498767,0.0002111127,0.001105978,0.0004043703],"domain_scores_gemma":[0.9962355,0.001164569,0.0002005569,0.0002590564,0.001679293,0.0004610426],"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":[0.00002268489,0.000008784715,0.00004575456,0.00003692811,0.000001262113,0.00004789003,0.000007895856,0.00001876605,0.00004875148,0.0007903175,0.9967493,0.002221754],"study_design_scores_gemma":[0.00002536832,0.00001033346,0.0005581543,0.00007357317,0.000002767209,0.00001830347,0.00002802498,0.00004916366,0.00007724076,0.0008987167,0.9982458,0.00001244535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000720096,0.001691846,0.0007540581,0.45322,0.2223999,0.0007465585,0.02358626,0.002895205,0.293986],"genre_scores_gemma":[0.002359494,0.0006283811,0.0005343165,0.6429519,0.02194265,0.0005893402,0.003701293,0.0005071984,0.3267855],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1844936,"threshold_uncertainty_score":0.6171927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01941054264437789,"score_gpt":0.2633671242642587,"score_spread":0.2439565816198808,"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."}}