{"id":"W1524655761","doi":"10.54782/jwm.v34i1.230","title":"Operational Forecasts of Maximum Hailstone Diameter in Mendoza, Argentina","year":2018,"lang":"en","type":"article","venue":"The Journal of Weather Modification","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Strong","keywords":"Depth sounding; Environmental science; Meteorology; Forecast skill; Climatology; Ensemble forecasting; Atmospheric sciences; Geography; Geology; Cartography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002621933,0.0003920876,0.0002618658,0.0003071293,0.0002564376,0.0004992121,0.0003925992,0.0002820402,0.0007169337],"category_scores_gemma":[0.0008765758,0.0001370506,0.000202417,0.0003024738,0.0001563651,0.000248944,0.0001927557,0.0002561319,0.0001064301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002277678,"about_ca_system_score_gemma":0.0008745531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4069429,"about_ca_topic_score_gemma":0.3357109,"domain_scores_codex":[0.9999161,0.00001553355,0.000004873319,0.00002059543,0.00002158594,0.00002136155],"domain_scores_gemma":[0.9998258,0.00004213059,0.0000289495,0.00001127954,0.00006694158,0.00002495546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003538062,0.00008617298,0.1428386,0.00006181795,0.00005496525,0.0003103319,0.0001118287,0.8334287,0.004919236,0.00138081,0.003291672,0.01316209],"study_design_scores_gemma":[0.0001059003,0.00004605022,0.06805447,0.00001402729,0.00001986437,0.00002212217,0.0001038796,0.9287564,0.00102473,0.0002451368,0.001589169,0.00001816559],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916874,0.0001315338,0.00149898,0.000129548,0.00002085639,0.00002816041,0.002499137,0.0001407269,0.003863768],"genre_scores_gemma":[0.9974473,0.00007649799,0.0009800502,0.000003927108,0.000003313517,0.00001253107,0.0009401356,0.000008920731,0.0005273712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4069429,"threshold_uncertainty_score":0.8091484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.052772967288018,"score_gpt":0.2641568144843035,"score_spread":0.2113838471962855,"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."}}