{"id":"W4382893180","doi":"10.20944/preprints202306.2245.v1","title":"Solid Precipitation and Visibility Measurements at the Centre for Atmospheric Research Experiment (CARE) Site in Southern Ontario, Canada","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Visibility; Disdrometer; Wind speed; Environmental science; Precipitation; Snow; Gauge (firearms); Meteorology; Global Precipitation Measurement; Rain gauge; Physics; Geography","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":[0.0003322449,0.0003132414,0.0002832024,0.0007363966,0.00290492,0.0007567393,0.0007167018,0.0003423385,0.001437419],"category_scores_gemma":[0.001061591,0.0002460484,0.0002111186,0.002132075,0.0006658555,0.0003099621,0.0003822992,0.0004528532,0.0003213342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01644,"about_ca_system_score_gemma":0.01787119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9942058,"about_ca_topic_score_gemma":0.9987326,"domain_scores_codex":[0.9992768,0.00003268367,0.00001851454,0.0001333207,0.0003967158,0.0001420143],"domain_scores_gemma":[0.9986172,0.00007508683,0.00009339183,0.00004825065,0.001014309,0.0001518008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005659546,0.0002608619,0.9289706,0.0001454607,0.0001128006,0.0006220388,0.00459078,0.003057706,0.01874004,0.0006110267,0.01792554,0.02439714],"study_design_scores_gemma":[0.00002930439,0.00002312888,0.9926415,0.00001138484,0.00001170726,0.00002260758,0.0009136969,0.001522544,0.0008840695,0.00002533854,0.003897113,0.00001757005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829071,0.0001730176,0.0005523513,0.0002421471,0.00002197529,0.000103669,0.006747124,0.000094247,0.009158351],"genre_scores_gemma":[0.9874942,0.0001599776,0.001839298,0.00009283736,0.000009126587,0.0000620276,0.004165738,0.00002399903,0.006152779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01644,"threshold_uncertainty_score":0.1192811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2725511500799883,"score_gpt":0.3783048108611281,"score_spread":0.1057536607811398,"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."}}