{"id":"W7098911673","doi":"","title":"Development of archetypes of building characteristics libraries for simplified energy use evaluation of houses","year":2005,"lang":"en","type":"article","venue":"","topic":"Plant and Biological Electrophysiology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Envelope (radar); Archetype; Key (lock); Field (mathematics); Energy (signal processing); Building envelope","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":[0.002150884,0.001843222,0.00135491,0.005682269,0.0008253012,0.002515909,0.002048324,0.0006904609,0.01464526],"category_scores_gemma":[0.01078967,0.001422757,0.001789274,0.004137049,0.0003922319,0.003569947,0.001708767,0.00159205,0.007244301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001374795,"about_ca_system_score_gemma":0.001525819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005738832,"about_ca_topic_score_gemma":0.007952762,"domain_scores_codex":[0.9988373,0.0001638307,0.0002603646,0.0001674758,0.000492389,0.00007860123],"domain_scores_gemma":[0.9904771,0.002880748,0.0006407291,0.002907578,0.002894491,0.0001992957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009448178,0.0007667309,0.02780732,0.001969573,0.0002986061,0.000886786,0.001954686,0.1274682,0.02074166,0.02473627,0.08487715,0.7075482],"study_design_scores_gemma":[0.0002683729,0.0002939106,0.02528683,0.0005630996,0.0002343349,0.001178358,0.0008898182,0.5877513,0.1207848,0.02791512,0.2343315,0.0005024276],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02042948,0.00008944779,0.8541741,0.00008639361,0.00003250877,0.0006139079,0.03297247,0.08287223,0.008729452],"genre_scores_gemma":[0.09629214,0.0002979372,0.8040727,0.00007834465,0.00002470649,0.001938987,0.07965446,0.01265562,0.00498509],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01464526,"threshold_uncertainty_score":0.04899323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1148901429703033,"score_gpt":0.2671190895894522,"score_spread":0.152228946619149,"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."}}