{"id":"W3134581301","doi":"","title":"Climatology of cloud entrainment in marine and continental shallow cumulus and its sensitivity to environmental factors","year":2020,"lang":"en","type":"article","venue":"AGU Fall Meeting 2020","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Entrainment (biomusicology); Climatology; Environmental science; Cloud computing; Oceanography; Sensitivity (control systems); Geology; Meteorology; Geography; Rhythm","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":[0.0001464019,0.000120591,0.000227916,0.00001954001,0.00003810036,0.00001217216,0.00004787567,0.00004547016,0.00005516913],"category_scores_gemma":[0.00008818164,0.0001079555,0.00001999652,0.00006892959,0.00004290571,0.0000598072,0.00007249391,0.00008975832,0.00001458754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003047485,"about_ca_system_score_gemma":0.000006532213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001443879,"about_ca_topic_score_gemma":0.004041154,"domain_scores_codex":[0.9991624,0.00006988622,0.0001727091,0.0002641519,0.0001130549,0.0002178182],"domain_scores_gemma":[0.9995524,0.0001580344,0.00005522772,0.00003962655,0.000003171616,0.0001915166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006053862,0.00001062412,0.9946404,0.00007052934,0.000008181799,0.00006464385,0.001305571,0.00021244,0.001678883,0.000005713144,0.00002602229,0.001916494],"study_design_scores_gemma":[0.0004229016,0.0002581811,0.9663284,0.0000270627,0.00001098858,0.00002197573,0.0008382025,0.03024665,0.00143612,0.00001248891,0.0002486195,0.0001484171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981638,0.0002753885,0.000004487873,0.0008989081,0.00006135945,0.0001675399,0.00005424697,0.00001156308,0.0003626894],"genre_scores_gemma":[0.9991564,0.0001056255,0.0001567855,0.0004877019,0.00004022746,4.788841e-7,0.00004453023,0.000003460234,0.000004853832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03003421,"threshold_uncertainty_score":0.4402299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00938479921555254,"score_gpt":0.1943439645555652,"score_spread":0.1849591653400127,"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."}}