{"id":"W4309926128","doi":"10.5194/egusphere-2022-441-ac6","title":"Reply on CEC4","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; Temporal resolution; Multivariate interpolation; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003170186,0.001085766,0.001077285,0.001096789,0.003846552,0.005036575,0.002599091,0.02455396,0.1237774],"category_scores_gemma":[0.02458446,0.0005463624,0.001487233,0.0007408356,0.002310383,0.004416661,0.002959362,0.02453437,0.07223361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003378592,"about_ca_system_score_gemma":0.003398637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006317513,"about_ca_topic_score_gemma":0.008164234,"domain_scores_codex":[0.997761,0.0004846596,0.0001964615,0.0004571551,0.0006696582,0.000431067],"domain_scores_gemma":[0.9940202,0.002019443,0.0002487854,0.0003581017,0.002228521,0.001124891],"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":[0.0000121781,0.000003130926,0.00002950893,0.000008195336,0.000001570608,0.00004140861,0.000008091781,0.000004257085,0.0000138483,0.0004829695,0.9977664,0.001628496],"study_design_scores_gemma":[0.00002055628,0.000009635404,0.0001893306,0.00006378884,0.000003557316,0.00007056344,0.00006805495,0.00003736077,0.00007047239,0.001043736,0.9984095,0.00001347373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001820667,0.001456635,0.0002446739,0.8619586,0.1182675,0.00004757745,0.0006253267,0.000250055,0.01696748],"genre_scores_gemma":[0.002517797,0.0009358114,0.0001745383,0.8927819,0.04255584,0.0001073882,0.0002587422,0.0001743423,0.06049367],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8762226,"threshold_uncertainty_score":0.4140768,"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."}}