{"id":"W4253415984","doi":"10.1002/9781118782071.ch15","title":"Mesoscale Atmospheric Dynamics and Modeling of Rainfall Fields","year":2013,"lang":"en","type":"book-chapter","venue":"Collected reprint series","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mesoscale meteorology; Environmental science; Meteorology; Atmospheric sciences; Climatology; Geography; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001847715,0.0003173388,0.001111892,0.00009573112,0.0001527558,0.00008353775,0.0002031765,0.0003676771,0.004763903],"category_scores_gemma":[0.00006791067,0.0003604013,0.0002633699,0.0001300832,0.0001179954,0.0001249045,0.0002550929,0.0002967646,0.0001184184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001090344,"about_ca_system_score_gemma":0.00003717167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001433476,"about_ca_topic_score_gemma":0.0008374798,"domain_scores_codex":[0.9980838,0.000008987346,0.001060123,0.0005817648,0.00005410833,0.0002112605],"domain_scores_gemma":[0.9984208,0.00004241349,0.0006575718,0.0006508185,0.0001447477,0.00008365163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003096069,0.00001528511,0.0002687861,0.0002213926,0.0005004436,0.000004296673,0.0004519174,0.0019355,0.00000199899,0.9948724,0.0007363547,0.000960652],"study_design_scores_gemma":[0.0004259855,0.0001728712,0.0003764846,0.0001875679,0.0000898936,0.00002732967,0.0001883815,0.6101642,0.00000472512,0.2909754,0.09642771,0.0009594255],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008838989,0.004781735,0.009728957,0.0003430262,0.0002575528,0.0004815594,0.0001656059,0.00007272352,0.9753299],"genre_scores_gemma":[0.1171369,0.001800205,0.002912618,0.00002744241,0.00006873326,0.00002744228,0.00004845856,0.00006765121,0.8779106],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.703897,"threshold_uncertainty_score":0.9998848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02203331912048672,"score_gpt":0.1847937288370077,"score_spread":0.1627604097165209,"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."}}