{"id":"W1588739703","doi":"10.2172/981444","title":"TASK 2.5.5 NATURAL EXPOSURE TESTING IN CALIFORNIA","year":2010,"lang":"en","type":"report","venue":"","topic":"Indoor Air Quality and Microbial Exposure","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Reflectivity; Weathering; Materials science; Coating; Composite material; Thermoplastic; Reflective surfaces; Roof; Metallurgy; Environmental science; Mineralogy; Optics; Chemistry; Geology; Archaeology; Geography; Geochemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003537691,0.0008848934,0.0005860246,0.0008128045,0.002378504,0.0013702,0.002178599,0.001198008,0.02978666],"category_scores_gemma":[0.001852514,0.0006216618,0.0006314694,0.0006356642,0.0005942282,0.0007858003,0.001195387,0.001367635,0.009630354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002848645,"about_ca_system_score_gemma":0.00733567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07443852,"about_ca_topic_score_gemma":0.1673489,"domain_scores_codex":[0.9972096,0.0002652751,0.000138891,0.0009740753,0.001123084,0.0002891198],"domain_scores_gemma":[0.9964198,0.0002084877,0.0001780947,0.0003885231,0.002226779,0.0005783304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004028054,0.009197988,0.08900613,0.00205899,0.0001978864,0.0007070986,0.003199187,0.004492758,0.08455093,0.005385472,0.3930468,0.4041288],"study_design_scores_gemma":[0.001020613,0.007709508,0.1419084,0.0005830846,0.0001778018,0.0003018475,0.001682869,0.002930403,0.02460048,0.001661263,0.817307,0.0001167322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3874923,0.002750693,0.03003499,0.003923758,0.00142306,0.01522327,0.03846059,0.006986126,0.5137052],"genre_scores_gemma":[0.4699988,0.002222341,0.09027168,0.003180039,0.0004302941,0.01187772,0.06623056,0.001017076,0.3547714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07443852,"threshold_uncertainty_score":0.1480105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02233493509389558,"score_gpt":0.2570170344496052,"score_spread":0.2346820993557096,"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."}}