{"id":"W4399997623","doi":"10.5194/egusphere-2024-352-ac2","title":"Reply on RC1","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cloud fraction; Cloud computing; Boundary layer; Cloud physics; Cloud top; Convection; Planetary boundary layer; Convective Boundary Layer; Precipitation; Meteorology; Physics; Statistical physics; Cloud cover; Mechanics; Computer 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002430228,0.0009180676,0.001025067,0.001044482,0.002862225,0.003881704,0.003076225,0.02193214,0.1609767],"category_scores_gemma":[0.02633258,0.0005599217,0.001304726,0.0009026144,0.001918128,0.003337976,0.002291702,0.02018517,0.1275121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003955067,"about_ca_system_score_gemma":0.003043852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008749481,"about_ca_topic_score_gemma":0.01008448,"domain_scores_codex":[0.9977365,0.0004303827,0.0002562163,0.000426411,0.0007773658,0.0003731016],"domain_scores_gemma":[0.9943187,0.001752868,0.0002141418,0.0004403856,0.002426099,0.0008477773],"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":[0.00001061012,0.000003413601,0.00003561483,0.00001465569,0.000001600976,0.00006317594,0.00001187346,0.000004218947,0.00002063321,0.0002887831,0.9977301,0.001815409],"study_design_scores_gemma":[0.00001047495,0.000007157942,0.0002222998,0.00005366374,0.000002698365,0.00006828499,0.00006869898,0.00002015692,0.00006595844,0.0004323513,0.9990394,0.000008819504],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0002781168,0.001970528,0.0002459577,0.7719235,0.186077,0.0001406786,0.0007263402,0.0004477704,0.03819012],"genre_scores_gemma":[0.002958877,0.001123359,0.0002229295,0.789887,0.05402961,0.0002034554,0.0002911001,0.0002370898,0.1510466],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8390233,"threshold_uncertainty_score":0.5385207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06459837932645683,"score_gpt":0.2930463294710228,"score_spread":0.2284479501445659,"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."}}