{"id":"W7038406912","doi":"","title":"Improving the well-being of high-Arctic residents by modifying light exposure while saving energy","year":2015,"lang":"en","type":"article","venue":"NPARC","topic":"Cephalopods and Marine Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Resources Canada; Independent Electricity System Operator","keywords":"Smart lighting; Rendering (computer graphics); Energy (signal processing); Electric light; Efficient energy use; Energy consumption; Dimmer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003736602,0.0002556123,0.0001672049,0.000172096,0.001248494,0.0003879827,0.0002882245,0.0002147026,0.001226763],"category_scores_gemma":[0.0004040738,0.00009221284,0.0001687502,0.0001686716,0.0003771804,0.0001318158,0.0002618521,0.0002480628,0.000228957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007800761,"about_ca_system_score_gemma":0.001140817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1174172,"about_ca_topic_score_gemma":0.3677458,"domain_scores_codex":[0.9998692,0.0000404768,0.000003178159,0.00002240591,0.0000241318,0.00004063096],"domain_scores_gemma":[0.9998325,0.00001366079,0.00002078533,0.00001276207,0.0000580653,0.00006220285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002856822,0.007927624,0.7778262,0.0001508636,0.0001133888,0.0007021168,0.01758712,0.00112015,0.1048588,0.0002642481,0.0008805564,0.08571208],"study_design_scores_gemma":[0.00003138302,0.008589257,0.9647056,0.00001546698,0.00005817427,0.0001644563,0.01463928,0.0004915001,0.006982537,0.00007416827,0.004224129,0.00002406766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995331,0.00001058401,0.00006505256,0.000008820353,0.000001679244,0.00001193785,0.00001830264,0.000001640523,0.0003488694],"genre_scores_gemma":[0.9964121,0.0000692354,0.001439332,0.00004204581,0.000004148205,0.0000449673,0.00006281595,0.000002708221,0.001922732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1174172,"threshold_uncertainty_score":0.2334674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314253941948828,"score_gpt":0.1973266010566475,"score_spread":0.1841840616371592,"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."}}