{"id":"W4405580470","doi":"10.1175/jas-d-23-0143.1","title":"Mean Cold Pool Size of Quasi-Equilibrium Convection. Part I: Why Do Cold Pools Collide?","year":2024,"lang":"en","type":"article","venue":"Journal of the Atmospheric Sciences","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Chicago","keywords":"Convection; RADIUS; Precipitation; Atmospheric sciences; Buoyancy; Environmental science; Evaporation; Physics; Radiative transfer; Mechanics; Meteorology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008869225,0.0001434012,0.0003201159,0.00001424092,0.0002419592,0.0003379329,0.001004546,0.00007074937,0.002291744],"category_scores_gemma":[0.0003692353,0.00007409607,0.0002735686,0.001582728,0.0007990488,0.0005177282,0.00004772665,0.0003468068,0.00005650831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000173679,"about_ca_system_score_gemma":0.00039228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009682462,"about_ca_topic_score_gemma":0.0003862625,"domain_scores_codex":[0.9972941,0.0002377775,0.0005842961,0.0002351177,0.001253398,0.0003952809],"domain_scores_gemma":[0.9982155,0.0009918733,0.0002340543,0.0001810554,0.0001519968,0.000225546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003534137,0.0002546948,0.878206,0.0002613716,0.0002859545,0.000167787,0.0005592068,0.02805723,0.01449475,0.006196801,0.0568478,0.01431506],"study_design_scores_gemma":[0.001214257,0.00643582,0.5028324,0.0009082927,0.000232234,0.0005999213,0.001993653,0.06905232,0.01136398,0.01137937,0.3931881,0.000799662],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859816,0.005086889,0.00007416995,0.005010466,0.002338369,0.0001594486,0.00001751533,0.00001849447,0.001312979],"genre_scores_gemma":[0.9972385,0.0002060983,0.00100629,0.0003542827,0.0004211085,7.107723e-7,1.737508e-7,0.000003730879,0.0007691773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3753735,"threshold_uncertainty_score":0.9986203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01972492570458177,"score_gpt":0.2505657919074765,"score_spread":0.2308408662028948,"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."}}