{"id":"W2071123872","doi":"10.1017/s0022112007005630","title":"A theoretical model for horizontal convection at high Rayleigh number","year":2007,"lang":"en","type":"article","venue":"Journal of Fluid Mechanics","topic":"Oceanographic and Atmospheric Processes","field":"Earth and Planetary Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mechanics; Convection; Buoyancy; Plume; Boundary layer; Turbulence; Physics; Heat flux; Rayleigh number; Scaling; Flux (metallurgy); Natural convection; Geology; Meteorology; Heat transfer; Geometry; Materials science","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":[0.0008416257,0.000112993,0.0002013971,0.00002307288,0.0001332484,0.00002519008,0.0001555559,0.0001021034,0.001006561],"category_scores_gemma":[0.00007812634,0.00008242755,0.0001453774,0.0001549719,0.00004284668,0.0001963798,0.000008025587,0.000136148,0.00001745317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001270716,"about_ca_system_score_gemma":0.00007496866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009032251,"about_ca_topic_score_gemma":0.00005131067,"domain_scores_codex":[0.9989408,0.00001526389,0.0003614847,0.0001117561,0.000303675,0.0002670547],"domain_scores_gemma":[0.9992365,0.0001565633,0.0001875801,0.00007132807,0.0001750268,0.0001730188],"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":[0.008203666,0.0004353963,0.03838966,0.0002842013,0.0005493397,0.0002609788,0.001366598,0.0178506,0.01299918,0.8193316,0.01218422,0.0881445],"study_design_scores_gemma":[0.001522564,0.001069527,0.001339238,0.0000423391,0.0001317647,0.0006633085,0.0002830939,0.8030153,0.0092634,0.1809968,0.001379214,0.0002935085],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5946642,0.0002934808,0.4034615,0.0001209784,0.0007662271,0.00008216194,0.00001712501,0.0000138139,0.0005805757],"genre_scores_gemma":[0.9839731,0.0001820964,0.01522622,0.0001999171,0.0003208382,1.656077e-7,0.0000071018,0.000005405338,0.00008516215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7851647,"threshold_uncertainty_score":0.9999067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007997973976966048,"score_gpt":0.2167286320375598,"score_spread":0.2087306580605938,"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."}}