{"id":"W4385705371","doi":"10.20944/preprints202306.2245.v2","title":"Solid Precipitation and Visibility Measurements at the Centre for Atmospheric Research Experiments in Southern Ontario and Bratt’s Lake in Southern Saskatchewan","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Disdrometer; Visibility; Environmental science; Wind speed; Precipitation; Snow; Gauge (firearms); Meteorology; Shield; Rain gauge; Geography; Geology","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":[0.0003144994,0.000373922,0.0002941915,0.0007201459,0.002080877,0.0006681488,0.0006405126,0.0003210981,0.0009744267],"category_scores_gemma":[0.0007217495,0.0002888487,0.0002300904,0.001832186,0.00089053,0.000325402,0.0005325158,0.000505625,0.0002463437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0101005,"about_ca_system_score_gemma":0.01021734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.975275,"about_ca_topic_score_gemma":0.9951307,"domain_scores_codex":[0.9994362,0.00004010401,0.00002187649,0.0001428841,0.0002316644,0.0001272484],"domain_scores_gemma":[0.9990487,0.00009857382,0.00008541998,0.00005948661,0.0005554609,0.0001524354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00060428,0.0004256073,0.9116742,0.000108927,0.0001813053,0.0007725203,0.004694373,0.004719583,0.04872634,0.0004583505,0.004751868,0.02288279],"study_design_scores_gemma":[0.00002888916,0.00002971492,0.993707,0.000007850675,0.00001386102,0.00002338465,0.001019176,0.001967097,0.001739272,0.00002978543,0.001411363,0.00002267499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947324,0.00003818371,0.0002336073,0.00005912474,0.000005549795,0.0000536183,0.002249663,0.00003266459,0.002595246],"genre_scores_gemma":[0.993193,0.00008511447,0.001331104,0.00004943243,0.000003462754,0.00009087473,0.002403766,0.00001358572,0.00282976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02472496,"threshold_uncertainty_score":0.07328457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3124993152634971,"score_gpt":0.3889584892779093,"score_spread":0.07645917401441227,"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."}}