{"id":"W7046962561","doi":"","title":"Éclairage d'intensité réglable: économie d'énergie et satisfaction des occupants","year":2009,"lang":"fr","type":"other","venue":"NPARC","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Energy consumption; Consumption (sociology); Energy (signal processing); Field (mathematics); Energy expenditure; Control (management)","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":[],"consensus_categories":[],"category_scores_codex":[0.0007048643,0.0003096744,0.0001922994,0.0002611131,0.0004327249,0.0008709357,0.0004851188,0.0004603904,0.0276465],"category_scores_gemma":[0.001202712,0.0000893905,0.0002455183,0.0003853053,0.0002489608,0.0005457742,0.0004803224,0.0004008932,0.003504458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006300575,"about_ca_system_score_gemma":0.0005452886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01245834,"about_ca_topic_score_gemma":0.01543708,"domain_scores_codex":[0.9996732,0.0000867162,0.00001244858,0.00003549539,0.0001246229,0.00006753369],"domain_scores_gemma":[0.9993461,0.0001599778,0.0001398064,0.00003249702,0.000172028,0.000149596],"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":[0.001068356,0.001097876,0.1160155,0.0007245651,0.00008433826,0.00016818,0.001175946,0.001160125,0.01091005,0.002886785,0.05458647,0.8101217],"study_design_scores_gemma":[0.00009780753,0.001752482,0.8516921,0.0001749109,0.00009960307,0.0007182071,0.003807976,0.003618413,0.01058476,0.002606569,0.1247558,0.00009139394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7497092,0.005550793,0.0169517,0.009119326,0.0002827498,0.0001447204,0.002565147,0.001440519,0.2142358],"genre_scores_gemma":[0.921006,0.002189668,0.00573974,0.0007292488,0.0001283927,0.00008852024,0.000835565,0.0001496856,0.06913334],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0276465,"threshold_uncertainty_score":0.0924868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722096720888362,"score_gpt":0.2606139733566638,"score_spread":0.2433930061477801,"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."}}