{"id":"W1965779870","doi":"10.1109/icepe.2012.6463813","title":"New trends on power quality &amp;#x2014; Light sensitivity relationship and its influence on human health","year":2012,"lang":"en","type":"article","venue":"","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Flicker; Sensitivity (control systems); Human health; Voltage; Power quality; Quality (philosophy); Software; Computer science; Optoelectronics; Optics; Telecommunications; Electronic engineering; Physics; Electrical engineering; Engineering; Environmental health; Medicine; Computer graphics (images)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001520358,0.0002039374,0.0002120805,0.00006958514,0.0004387041,0.00002423424,0.00007552469,0.00009744697,0.003672797],"category_scores_gemma":[0.00006548721,0.0001671731,0.00004244438,0.0001488153,0.00005304483,0.0004740429,0.00007642702,0.0002590464,0.002212928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003731228,"about_ca_system_score_gemma":0.00001407517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009216116,"about_ca_topic_score_gemma":0.00065575,"domain_scores_codex":[0.9979729,0.0002981151,0.0002996117,0.000313792,0.0004656506,0.0006499477],"domain_scores_gemma":[0.9985884,0.0001628797,0.0001462926,0.0003296756,0.000001887982,0.0007707917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003614371,0.0002597704,0.9730724,0.000008293212,0.000004513926,3.796276e-7,0.001861844,0.00002921057,0.002754094,0.01213584,0.00748736,0.002350134],"study_design_scores_gemma":[0.0002489604,0.0002158995,0.9650593,0.00001213949,0.000002823456,0.000002902409,0.00002155695,0.000001230717,0.0003391396,0.0001522654,0.03374999,0.0001937793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9252716,0.00003870864,0.00009429263,0.008629314,0.0000709047,0.0001337899,0.000004530747,0.00005947036,0.06569736],"genre_scores_gemma":[0.9813688,0.00001293323,0.0005024442,0.004079217,0.00006003977,0.000002212555,0.000008061849,0.00001500321,0.01395126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05609719,"threshold_uncertainty_score":0.9985639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0914459902043029,"score_gpt":0.378766669501449,"score_spread":0.2873206792971462,"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."}}