{"id":"W4294300935","doi":"10.5194/essd-2022-208-rc2","title":"Comment on essd-2022-208","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Climate variability and models","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Environment and Climate Change Canada","keywords":"Precipitation; Environmental science; Meteorology; Climatology; Computer science; Geography; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002080779,0.000855999,0.00103901,0.0008994635,0.002680371,0.003916358,0.002591448,0.02886179,0.1777728],"category_scores_gemma":[0.009169077,0.0005434955,0.001528814,0.001233387,0.001375761,0.002166536,0.001945423,0.01262644,0.1606376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004077743,"about_ca_system_score_gemma":0.003742666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03707658,"about_ca_topic_score_gemma":0.04949147,"domain_scores_codex":[0.9981762,0.0001282774,0.0001770578,0.0002170831,0.0009035688,0.0003977997],"domain_scores_gemma":[0.997474,0.0006256782,0.0001126796,0.0002111221,0.001224808,0.0003516637],"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":[0.00002960282,0.00001114807,0.00007554251,0.00003508259,0.000001690585,0.00007452688,0.00001222465,0.00001142457,0.00007381685,0.0008255935,0.9964294,0.002419933],"study_design_scores_gemma":[0.00001771963,0.00001125799,0.0006294533,0.00006150233,0.000002278971,0.00001637286,0.00003554604,0.00002637799,0.00007758654,0.0005441122,0.9985691,0.000008519967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001124881,0.001713349,0.0006880944,0.4053164,0.1948497,0.0006964771,0.01629493,0.002286347,0.3770298],"genre_scores_gemma":[0.00264382,0.0004564417,0.0002724618,0.4500714,0.0144925,0.0003829552,0.002162708,0.0003144339,0.5292033],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1777728,"threshold_uncertainty_score":0.5947092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04851279526610983,"score_gpt":0.2989343578980503,"score_spread":0.2504215626319405,"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."}}