{"id":"W7099929052","doi":"","title":"www.nrc.ca/irc/ircpubs FIELD PERFORMANCE OF DAYLIGHT-LINKED LIGHTING CONTROLS","year":2007,"lang":"en","type":"article","venue":"","topic":"Engineering and Technology Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Research council; Field research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002980864,0.0001285353,0.0001813822,0.0002158463,0.00004335363,0.000007805267,0.0001611537,0.0001820876,0.0001285909],"category_scores_gemma":[0.00008907449,0.000122547,0.00004086391,0.0003791781,0.0000224078,0.00009249749,0.00001989294,0.0002655903,0.00006715507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003127312,"about_ca_system_score_gemma":0.000008315092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006446937,"about_ca_topic_score_gemma":0.00001090245,"domain_scores_codex":[0.9991282,0.000002057257,0.0003520611,0.0001059527,0.0001261063,0.0002856764],"domain_scores_gemma":[0.999456,0.0001293875,0.000032358,0.000256745,0.00009107708,0.00003446102],"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":[0.00005831776,0.0001861487,0.03903357,0.0008476793,0.000666981,0.00004171471,0.0004593724,0.05138325,0.6860967,0.1323165,0.02397324,0.06493647],"study_design_scores_gemma":[0.0009062478,0.0001934739,0.01362238,0.0001224569,0.00003208165,0.00002574626,0.00008649193,0.1500288,0.8025921,0.0001899745,0.03169001,0.0005102439],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8834003,0.000145435,0.04734055,0.0001454176,0.0003191564,0.00009546276,0.000002107834,0.0009294486,0.0676221],"genre_scores_gemma":[0.9950335,0.00002368137,0.004214894,0.00005832709,0.00007064761,0.000007862533,0.000003916519,0.00002154636,0.000565651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1321265,"threshold_uncertainty_score":0.4997323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005234327329151986,"score_gpt":0.1992788562184973,"score_spread":0.1940445288893453,"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."}}