{"id":"W2319778259","doi":"10.3166/jesa.44.479-492","title":"Apports de la commande prédictive pour la régulation thermique des bâtiments","year":2010,"lang":"fr","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":[0.001966067,0.00121816,0.0009648256,0.0005331773,0.0009533486,0.002160645,0.0008541808,0.001385062,0.01155697],"category_scores_gemma":[0.004409366,0.0004844917,0.0008786337,0.0002880396,0.0009996688,0.001107871,0.0007787377,0.001994517,0.001457782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009582311,"about_ca_system_score_gemma":0.001353273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01593772,"about_ca_topic_score_gemma":0.00825843,"domain_scores_codex":[0.9984103,0.0003792567,0.00004023867,0.0001714313,0.0008943577,0.0001044375],"domain_scores_gemma":[0.9977033,0.001571801,0.00005064679,0.0001467918,0.0004563879,0.00007120369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003416553,0.000458026,0.003328071,0.0004853551,0.0001877922,0.0008124891,0.0008366812,0.4794434,0.09484062,0.02074259,0.007062074,0.3883863],"study_design_scores_gemma":[0.0001042933,0.0004528499,0.001661611,0.00003928681,0.00005613078,0.0001679471,0.0001397505,0.9440332,0.04228645,0.001874576,0.009138597,0.00004531702],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1672283,0.002181432,0.7896759,0.001343063,0.001107409,0.0003058916,0.0001469361,0.004032136,0.03397891],"genre_scores_gemma":[0.8906503,0.000768753,0.07175003,0.0002116072,0.0003220583,0.0001865527,0.0001253436,0.0003401417,0.03564523],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01593772,"threshold_uncertainty_score":0.03866196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008955005390499985,"score_gpt":0.2390445624348944,"score_spread":0.2300895570443944,"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."}}