{"id":"W4304609063","doi":"10.5194/egusphere-2022-441-cc1","title":"Reply on CEC3","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":"Memorial University of Newfoundland","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":true,"ca_fund":true,"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":[0.00293391,0.001038453,0.001038312,0.00104931,0.003662782,0.004659721,0.002520379,0.02359563,0.1191946],"category_scores_gemma":[0.02369086,0.0005188091,0.001411808,0.000728395,0.002102403,0.004159077,0.002794847,0.02341049,0.06888703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003378108,"about_ca_system_score_gemma":0.003412538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007165481,"about_ca_topic_score_gemma":0.009340973,"domain_scores_codex":[0.9979495,0.0004359682,0.0001830419,0.0004175133,0.0006153071,0.0003986787],"domain_scores_gemma":[0.9943185,0.001926757,0.000231635,0.0003317665,0.002162162,0.001029194],"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":[0.00001234529,0.000002990423,0.00003082312,0.00000815295,0.000001513777,0.00004409179,0.000007984224,0.0000041051,0.00001489463,0.0004251734,0.9978498,0.001598107],"study_design_scores_gemma":[0.00001985473,0.000008956837,0.0001899191,0.00006333683,0.000003577042,0.00007607925,0.00006766242,0.00003630118,0.00007274399,0.0009281291,0.9985203,0.00001313907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001978406,0.001482663,0.0002538638,0.8596901,0.1195889,0.00005249319,0.0007074358,0.00027139,0.01775532],"genre_scores_gemma":[0.002578798,0.0009435432,0.000174603,0.8934572,0.04067292,0.0001115436,0.0002741503,0.000184639,0.0616026],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8808054,"threshold_uncertainty_score":0.3987455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06693867593849226,"score_gpt":0.2831869705910895,"score_spread":0.2162482946525972,"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."}}