{"id":"W4387379989","doi":"","title":"Spectral analyses of optical scintillation: refraction and absorption components in an urban zone","year":2002,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Optical and Acousto-Optic Technologies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Scintillation; Refraction; Absorption (acoustics); Optics; Materials science; Geology; Physics","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":[0.0009055201,0.0002267872,0.0003727419,0.0002221738,0.0001029967,0.000150199,0.0003622177,0.000186021,0.0001819069],"category_scores_gemma":[0.00009509375,0.0002291936,0.0001026238,0.0002489409,0.0002864834,0.0001858631,0.0004432725,0.0005240351,0.000008215434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000494889,"about_ca_system_score_gemma":0.0000348143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001024838,"about_ca_topic_score_gemma":0.0001242186,"domain_scores_codex":[0.9979131,0.0006346532,0.0004838551,0.0005015182,0.0002433974,0.0002234564],"domain_scores_gemma":[0.9979696,0.0003032309,0.0003405724,0.0008079971,0.000488099,0.00009054975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00009544331,0.005556986,0.2716259,0.0005017037,0.0003678226,0.000009144668,0.0072234,0.003390662,0.1558568,0.3513412,0.0003096426,0.2037213],"study_design_scores_gemma":[0.00239243,0.000007842411,0.369585,0.00291958,0.0002670787,0.000007163772,0.001375142,0.3604783,0.226629,0.03374249,0.001118753,0.00147724],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9551985,0.0001775847,0.03353324,0.001423899,0.00006661248,0.0002230312,0.00003486272,0.00008699004,0.009255271],"genre_scores_gemma":[0.9746887,0.00007207326,0.02430408,0.000004927103,0.00003180011,0.00001696852,0.000169424,0.0000171484,0.0006948573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3570876,"threshold_uncertainty_score":0.9346243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03487312767122237,"score_gpt":0.2686543246306059,"score_spread":0.2337811969593835,"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."}}