{"id":"W2996409744","doi":"","title":"Statistics on Low-Lying Liquid and Liquid-Dominant Mixed-Phase Clouds over Ottawa","year":2006,"lang":"en","type":"article","venue":"ESASP","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"Radiosonde; Liquid water path; Environmental science; Liquid water content; Cloud top; Meteorology; Relative humidity; Humidity; Radiometer; Cloud base; Water vapor; Cloud computing; Cloud height; Atmospheric sciences; Remote sensing; Cloud cover; Geography; Geology; Precipitation; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001610746,0.0001961414,0.0001776389,0.000001733632,0.0001826849,0.00003323483,0.0001380489,0.00008007556,0.001439632],"category_scores_gemma":[0.00002551432,0.0001694606,0.00003823646,0.00009326386,0.0002022561,0.00008892162,0.0001357979,0.0001307191,0.0002788181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009964613,"about_ca_system_score_gemma":0.00001023351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000953015,"about_ca_topic_score_gemma":0.0001683409,"domain_scores_codex":[0.9986931,0.00003637062,0.000252159,0.0003550612,0.0002996992,0.0003635889],"domain_scores_gemma":[0.999466,0.00006664263,0.00009234664,0.0002475573,0.000005227125,0.0001221949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00437696,0.005030246,0.04230773,0.0002001123,0.0001207252,0.001356846,0.0029906,0.00979892,0.3207709,0.05199261,0.4881654,0.07288885],"study_design_scores_gemma":[0.01217602,0.01193732,0.2259983,0.0002596838,0.0002041326,0.00009737343,0.0006199444,0.01840319,0.127068,0.002638419,0.5971553,0.003442225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836583,0.00009118912,0.005199339,0.00008569867,0.000222467,0.0001481791,0.00003369838,0.000034907,0.01052624],"genre_scores_gemma":[0.9933971,0.00002885925,0.002835241,0.0003884783,0.0001447959,0.00001282951,0.00001331553,0.00002797436,0.003151473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1937029,"threshold_uncertainty_score":0.9994732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005318179063539641,"score_gpt":0.2357635593895383,"score_spread":0.2304453803259987,"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."}}