{"id":"W4408127228","doi":"10.1177/036063250503500806","title":"Lighting for Security","year":2005,"lang":"en","type":"article","venue":"Lighting Design + Application","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Computer science; Computer security; Business","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":[0.0004407409,0.0007838383,0.0002459532,0.0008179094,0.002459891,0.00396545,0.0005105252,0.001974288,0.09004825],"category_scores_gemma":[0.0007631672,0.0002383239,0.0004235499,0.0005758511,0.001271214,0.002867029,0.002570014,0.002449784,0.02805233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001447776,"about_ca_system_score_gemma":0.001091657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002043246,"about_ca_topic_score_gemma":0.00406504,"domain_scores_codex":[0.9995746,0.0000802751,0.00001324376,0.00006652685,0.0001954102,0.00006994938],"domain_scores_gemma":[0.9997033,0.00003580708,0.00001889423,0.00007473811,0.0001154146,0.00005177012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004999608,0.0000507561,0.0002997217,0.0002513116,0.00001082888,0.00008999605,0.0006587781,0.0002975894,0.005482577,0.2750714,0.4398318,0.2779053],"study_design_scores_gemma":[0.000002180084,0.00001445203,0.0001765039,0.00007537053,0.000002921382,0.000109968,0.0001200046,0.00006473064,0.0007361019,0.01194743,0.9867452,0.000005186446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002719927,0.02106737,0.008641331,0.01975542,0.0048517,0.0000569816,0.0001842496,0.0008670083,0.941856],"genre_scores_gemma":[0.04159368,0.01425068,0.006045276,0.004683393,0.001301044,0.00005258421,0.0001578788,0.0003705984,0.9315448],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09004825,"threshold_uncertainty_score":0.3012414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516344408646732,"score_gpt":0.2608214807988628,"score_spread":0.2456580367123955,"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."}}