{"id":"W2351167775","doi":"","title":"Measurement of surface ozone with mobile lidar system","year":2006,"lang":"en","type":"article","venue":"","topic":"Spectroscopy and Laser Applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Lidar; Ozone; Dial; Environmental science; Atmosphere (unit); Remote sensing; Meteorology; Surface (topology); Atmospheric sciences; Geology; Physics; Geometry","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":[0.00005326664,0.00007013446,0.0001038727,0.000007548743,0.00003473238,0.000007453174,0.00008181225,0.00003166141,0.0004617531],"category_scores_gemma":[7.904793e-7,0.00005372665,0.00002372316,0.00007678647,0.00002334594,0.00001936155,0.00000924053,0.00004078285,0.00003009796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007677486,"about_ca_system_score_gemma":0.00003168712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005401262,"about_ca_topic_score_gemma":0.0001073312,"domain_scores_codex":[0.9993945,0.000003468705,0.0001409213,0.0001270915,0.0002300785,0.000103935],"domain_scores_gemma":[0.9995609,0.000007790642,0.00005254291,0.0002691344,0.00008507437,0.00002454905],"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":[0.00001804424,0.0001415993,0.002848408,0.000178788,0.00002242127,8.822483e-7,0.00001551365,0.0008863456,0.9912995,0.003771736,0.0007935271,0.00002326136],"study_design_scores_gemma":[0.0002388546,0.00002042127,0.0002581925,0.00004785099,0.0000219351,0.000003300298,0.0003171163,0.0002717799,0.9955493,0.000009922139,0.003187913,0.00007344852],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7403769,0.0002005294,0.003100406,0.00002038196,0.000006419174,0.00008776954,0.000009004947,0.0001243751,0.2560742],"genre_scores_gemma":[0.9969104,0.000001133838,0.0009615397,0.000003084728,0.00003075954,0.00004446871,0.000005494814,0.000009582473,0.00203352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2565335,"threshold_uncertainty_score":0.5055873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006723460364261888,"score_gpt":0.209545697544954,"score_spread":0.2028222371806921,"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."}}