{"id":"W53800066","doi":"","title":"Development of a Solar House Design Methodology and its Implementation into a Design Tool","year":2011,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Solar energy; Engineering design process; Process (computing); Formality; Engineering; Design process; Systems engineering; Design tool; Work (physics); Computer science; Work in process; Operations management; Mechanical engineering; Electrical engineering","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":[0.003291321,0.001168578,0.0007002958,0.001343338,0.0008312668,0.002439797,0.002512085,0.001183269,0.008348267],"category_scores_gemma":[0.004288298,0.001147385,0.001517824,0.001021307,0.0007460756,0.001696475,0.001319555,0.001929754,0.00273379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008283356,"about_ca_system_score_gemma":0.003270084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002395147,"about_ca_topic_score_gemma":0.002709706,"domain_scores_codex":[0.9981719,0.000372297,0.0001656566,0.000216235,0.000978137,0.00009574291],"domain_scores_gemma":[0.9981968,0.0006370409,0.0001124563,0.0002354102,0.0007541829,0.00006420315],"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":[0.00008541984,0.0003189671,0.00159021,0.001445014,0.0001172373,0.0007209984,0.001266623,0.2088629,0.03110023,0.1614054,0.01798293,0.5751041],"study_design_scores_gemma":[0.0001338114,0.0003527263,0.0007271089,0.0007710377,0.00008557514,0.0008846885,0.0003717481,0.5893516,0.03222959,0.05158411,0.3233709,0.0001370281],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001049948,0.00003870452,0.9946855,0.00006898426,0.00003001526,0.0001778167,0.0001070803,0.00140749,0.002434443],"genre_scores_gemma":[0.0102626,0.0001576171,0.9857197,0.00004800267,0.00001144781,0.0004656587,0.000363568,0.0003317987,0.00263962],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008348267,"threshold_uncertainty_score":0.0279277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09049691643084595,"score_gpt":0.3061101237558731,"score_spread":0.2156132073250271,"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."}}