{"id":"W4292775064","doi":"10.5194/egusphere-2022-441-cec1","title":"Comment on egusphere-2022-441","year":2022,"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":"","funders":"Austrian Science Fund; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; Deutsche Forschungsgemeinschaft","keywords":"Interpolation (computer graphics); Image resolution; Advection; Trajectory; Drifter; Multivariate interpolation; Temporal resolution; Residual; Algorithm; Meteorology; Mathematics; Computer science; Applied mathematics; Lagrangian; Physics; Artificial intelligence; Bilinear interpolation; Image (mathematics); Statistics","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":[0.002137692,0.0009750834,0.0008340978,0.0008658094,0.001829748,0.003464304,0.001823589,0.01863978,0.08938231],"category_scores_gemma":[0.008595918,0.0003756376,0.001180013,0.001130441,0.001352424,0.002784048,0.001972406,0.01257817,0.06356914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002300443,"about_ca_system_score_gemma":0.003479654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02789397,"about_ca_topic_score_gemma":0.03144749,"domain_scores_codex":[0.9986612,0.0001051512,0.0001250173,0.0001770134,0.0006767029,0.0002550467],"domain_scores_gemma":[0.9976003,0.000589701,0.0001526137,0.0002364234,0.001070911,0.0003501056],"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":[0.00004423108,0.00001062998,0.0001572794,0.00004740237,0.000002957056,0.0001151755,0.00001788385,0.00002972297,0.0001275459,0.001565012,0.994711,0.003171108],"study_design_scores_gemma":[0.00001468923,0.000008841511,0.0006246465,0.00006522956,0.000002609377,0.00002193912,0.00003260351,0.00004151529,0.0001168243,0.0006291948,0.99843,0.00001186342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001245284,0.003036817,0.0015449,0.4803031,0.3243865,0.0004412086,0.01631032,0.002553514,0.1701784],"genre_scores_gemma":[0.006268473,0.001529134,0.0008777244,0.6960399,0.04458787,0.000449062,0.004142312,0.0007290202,0.2453766],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08938231,"threshold_uncertainty_score":0.2990136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05897512769620541,"score_gpt":0.2812244816737677,"score_spread":0.2222493539775623,"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."}}