{"id":"W2022925866","doi":"10.2495/sdp-v8-n4-576-590","title":"Student, soldier and senior sites: visible and ultraviolet radiation effects field study","year":2013,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Oklahoma; Oklahoma State University; U.S. Environmental Protection Agency","keywords":"Ultraviolet; Environmental science; Ultraviolet radiation; Engineering physics; Radiation; Optoelectronics; Remote sensing; Materials science; Optics; Engineering; Physics; Geology; Chemistry; Radiochemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00102822,0.0003368004,0.0002736851,0.0005913013,0.001272486,0.0004370871,0.0003728337,0.0005920398,0.006376491],"category_scores_gemma":[0.001487856,0.0003021164,0.0004736973,0.0003958555,0.0004335834,0.0004106974,0.0004890969,0.0009315423,0.0006770455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002950466,"about_ca_system_score_gemma":0.0005075862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004072481,"about_ca_topic_score_gemma":0.009773713,"domain_scores_codex":[0.9995303,0.0001362274,0.00002802953,0.00008882792,0.0001263791,0.00009028228],"domain_scores_gemma":[0.9975722,0.0004920774,0.0003473652,0.0001450943,0.0007139426,0.0007291703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003102122,0.03221396,0.8848489,0.0002501365,0.0001599861,0.001126863,0.01411369,0.0001916815,0.01806302,0.0001396981,0.003261907,0.04252798],"study_design_scores_gemma":[0.0001477951,0.03539992,0.9414145,0.00003484705,0.0001001257,0.0007305141,0.01565872,0.0001484193,0.003303432,0.00007067402,0.00295593,0.00003512538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991123,0.00002444426,0.00004748048,0.00003706288,0.00000645611,0.000041268,0.00007596104,0.00000339672,0.0006517726],"genre_scores_gemma":[0.996046,0.00008383964,0.0002368129,0.0001490583,0.00001685328,0.00005417065,0.0001774618,0.000002521454,0.00323329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006376491,"threshold_uncertainty_score":0.02133155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007538969303490448,"score_gpt":0.2700661929051771,"score_spread":0.2625272236016867,"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."}}