{"id":"W2136634055","doi":"10.1175/jas-d-12-0182.1","title":"A New Mechanism of Droplet Size Distribution Broadening during Diffusional Growth","year":2013,"lang":"en","type":"article","venue":"Journal of the Atmospheric Sciences","topic":"Particle Dynamics in Fluid Flows","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Coalescence (physics); Mixing (physics); Mechanics; Adiabatic process; Growth rate; Cloud physics; Materials science; Chemical physics; Thermodynamics; Physics; Cloud computing; Geometry","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":[],"consensus_categories":[],"category_scores_codex":[0.0002840362,0.00009353321,0.0001610201,0.000003345343,0.0001274209,0.00005163973,0.0006131142,0.00003542148,0.0001385198],"category_scores_gemma":[0.0002572058,0.00006036279,0.0001110742,0.0004963613,0.00009883707,0.0003608235,0.00009255621,0.0001518654,0.000005820416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008598687,"about_ca_system_score_gemma":0.00006110864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000497952,"about_ca_topic_score_gemma":0.000001822861,"domain_scores_codex":[0.9988101,0.00002942714,0.0003653933,0.00007656588,0.0005102527,0.0002082537],"domain_scores_gemma":[0.999414,0.000115714,0.000182202,0.0001133698,0.00008703605,0.00008763245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001219198,0.00004308684,0.01283033,0.00004040272,0.00006943133,0.000005770568,0.0005269413,0.1390645,0.8383247,0.005931212,0.00172977,0.001421628],"study_design_scores_gemma":[0.0004991011,0.00008520556,0.110126,0.0001390692,0.00003075449,0.0001831985,0.0002253295,0.845792,0.02839822,0.01431942,0.00003142219,0.0001702945],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930187,0.0001475258,0.005534388,0.0002965326,0.0007558399,0.00006240553,0.000001415176,0.00001786128,0.0001653],"genre_scores_gemma":[0.986834,0.00003380182,0.01292461,0.00001473279,0.0001036335,0.000001165268,6.007163e-8,0.000007422299,0.00008054874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8099265,"threshold_uncertainty_score":0.2461523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004539053157319508,"score_gpt":0.187445744543362,"score_spread":0.1829066913860425,"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."}}