{"id":"W2102791407","doi":"10.1175/jtech-d-13-00020.1","title":"Calibrations and Performance of the Airborne Cloud Extinction Probe","year":2013,"lang":"en","type":"article","venue":"Journal of Atmospheric and Oceanic Technology","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Ice crystals; Extinction (optical mineralogy); Scattering; SPHERES; Environmental science; Particle (ecology); Attenuation; Computational physics; Precipitation; Remote sensing; Materials science; Atmospheric sciences; Optics; Physics; Meteorology; Geology","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":[],"consensus_categories":[],"category_scores_codex":[0.00008817236,0.00007689424,0.000152844,0.000001730061,0.0001030863,0.0000145505,0.0001428848,0.00009709771,0.0003995009],"category_scores_gemma":[0.00003499902,0.00004589813,0.00003011034,0.0002448138,0.0002438573,0.0001919377,0.00002193232,0.0001934529,0.000002321975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002671357,"about_ca_system_score_gemma":0.00004163635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002285382,"about_ca_topic_score_gemma":0.000004809306,"domain_scores_codex":[0.9994341,0.00001392121,0.000263682,0.00008128399,0.00009260957,0.0001143992],"domain_scores_gemma":[0.9994857,0.00003251165,0.0002793705,0.0001001587,0.00005885741,0.00004339172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003377076,0.00002625622,0.8791518,0.0000515809,0.00003682919,0.000002268157,0.000103023,0.0001505244,0.002958141,0.0001595563,0.0005736926,0.1167526],"study_design_scores_gemma":[0.0003821483,0.0005205008,0.9831377,0.00005437513,0.00003508344,0.0005315632,0.0006595938,0.006221354,0.004759586,0.001757939,0.001829994,0.00011022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969522,0.001256768,0.0003317692,0.0009581708,0.0001364622,0.00007671826,0.000001127458,0.00001125343,0.0002755612],"genre_scores_gemma":[0.9948525,0.0003851017,0.004490559,0.00005365954,0.00005953656,3.250772e-7,2.87415e-7,0.000002001177,0.0001559976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1166424,"threshold_uncertainty_score":0.4374254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004229977894353091,"score_gpt":0.1680244026173081,"score_spread":0.1637944247229551,"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."}}