{"id":"W4411658580","doi":"10.51847/hgyqp63y61","title":"10.51847/HgYQP63y61","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Impact of Light on Environment and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"LED lamp; Forensic engineering; Materials science; Engineering; Electrical engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006012921,0.001078812,0.0007767858,0.001904129,0.001534562,0.003231133,0.001171589,0.003118653,0.9706056],"category_scores_gemma":[0.001056383,0.0005799952,0.0006771901,0.00223024,0.001102969,0.001963289,0.002706653,0.001316654,0.9763323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001157873,"about_ca_system_score_gemma":0.0008973095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008392191,"about_ca_topic_score_gemma":0.005320143,"domain_scores_codex":[0.9996389,0.00002471077,0.0000257972,0.00008919889,0.0001435407,0.00007781044],"domain_scores_gemma":[0.9989967,0.0001383946,0.00004697342,0.0001816569,0.0003367554,0.0002995713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000219273,0.0001803372,0.001025862,0.0002177956,0.00001457449,0.0002113931,0.0001018817,0.000208274,0.003257971,0.004721848,0.4705407,0.5193001],"study_design_scores_gemma":[0.00003197875,0.00003326825,0.001032269,0.00008072531,0.000005839325,0.0001434386,0.00007132951,0.0001202191,0.0006124532,0.0008061369,0.997053,0.000009342799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001295944,0.000390908,0.001108008,0.001186552,0.0007007511,0.00009732455,0.002311234,0.001764792,0.9911445],"genre_scores_gemma":[0.001470837,0.0001803307,0.0003811743,0.0002672528,0.00007399527,0.00002612202,0.0008719086,0.0002501369,0.9964783],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02939445,"threshold_uncertainty_score":0.04192764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006235391294782364,"score_gpt":0.1858494660310469,"score_spread":0.1796140747362645,"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."}}