{"id":"W7026494776","doi":"","title":"Annex 55: Reliability of energy efficient building retrofitting-probability assessment of performance and cost (RAP-RETRO)","year":2015,"lang":"en","type":"report","venue":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Retrofitting; Overheating (electricity); Efficient energy use; Thermal comfort; Renewable energy; Glazing; Energy consumption; Passive solar building design; Thermal insulation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.009654137,0.003340814,0.001414132,0.004541024,0.0008699492,0.003868051,0.004380864,0.004284052,0.04807731],"category_scores_gemma":[0.01760192,0.001545639,0.00314501,0.003063972,0.0009742699,0.002185893,0.002435095,0.002368549,0.03398054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001751208,"about_ca_system_score_gemma":0.002547621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008861118,"about_ca_topic_score_gemma":0.004892766,"domain_scores_codex":[0.9880852,0.003699616,0.001176274,0.0007381203,0.00572016,0.0005806484],"domain_scores_gemma":[0.9865708,0.005727202,0.001311867,0.00244599,0.003816911,0.0001272756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009691813,0.0009616621,0.009335013,0.007794143,0.0004488799,0.002069153,0.001097592,0.204429,0.01825709,0.1277717,0.3840179,0.2428487],"study_design_scores_gemma":[0.00017974,0.001379902,0.03249534,0.008172197,0.0002975804,0.001319785,0.000925687,0.03725736,0.02455363,0.04098427,0.8520655,0.0003690429],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02848045,0.01369803,0.1609865,0.001921165,0.001991836,0.007675607,0.1077234,0.004809405,0.6727136],"genre_scores_gemma":[0.2572378,0.02323119,0.20366,0.003469857,0.0010531,0.03086358,0.1269631,0.00579187,0.3477294],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04807731,"threshold_uncertainty_score":0.1608347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1224757915430255,"score_gpt":0.4451998295043004,"score_spread":0.322724037961275,"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."}}