{"id":"W2064835592","doi":"10.1175/jtech-d-13-00115.1","title":"Quantification of the Effects of Shattering on Airborne Ice Particle Measurements","year":2013,"lang":"en","type":"article","venue":"Journal of Atmospheric and Oceanic Technology","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":121,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"National Oceanic and Atmospheric Administration; Transport Canada; Federal Aviation Administration; National Aeronautics and Space Administration","keywords":"Instrumentation (computer programming); Particle (ecology); Spectrometer; Remote sensing; Environmental science; Ice crystals; Characterization (materials science); Materials science; Optics; Physics; Geology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005800165,0.0004247064,0.0002394219,0.000487812,0.0002137204,0.0003972642,0.000321645,0.0003464146,0.0008571677],"category_scores_gemma":[0.001150916,0.0001597009,0.0002201082,0.0004392285,0.0002165247,0.0003660982,0.0003713837,0.0003300873,0.0002835644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002969021,"about_ca_system_score_gemma":0.0002013907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001357794,"about_ca_topic_score_gemma":0.002137027,"domain_scores_codex":[0.9993643,0.00005276916,0.00001575642,0.0001404349,0.000363111,0.00006363974],"domain_scores_gemma":[0.99909,0.0003301604,0.0001311286,0.00008912091,0.0003244419,0.00003521976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004036415,0.00007963977,0.05622893,0.000176115,0.00007295997,0.00018942,0.0001953471,0.006869949,0.8796677,0.0001320537,0.0003892404,0.05559495],"study_design_scores_gemma":[0.00001626747,0.0007379812,0.2534525,0.00002679859,0.00008853169,0.0003243638,0.000190857,0.06547675,0.6772481,0.0001496408,0.002245055,0.000043043],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660693,0.0004320164,0.03126415,0.00002368407,0.00005047078,0.00006316488,0.0004476312,0.0003343544,0.001315231],"genre_scores_gemma":[0.9799508,0.0001906008,0.01888195,0.00004197466,0.00001781822,0.00004097883,0.0004539489,0.00004903275,0.0003728435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001357794,"threshold_uncertainty_score":0.003067434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00756027944695367,"score_gpt":0.201165688212821,"score_spread":0.1936054087658673,"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."}}