{"id":"W34215500","doi":"10.1016/j.healun.2021.05.017","title":"Captive the life of our static buildings","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Cystic Fibrosis Canada","keywords":"Architectural engineering; Engineering; Forensic engineering; Environmental ethics; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001384104,0.001805358,0.0008844997,0.001048137,0.007857101,0.007212007,0.001240574,0.002524939,0.1207838],"category_scores_gemma":[0.007800584,0.0005314367,0.0008640832,0.0006723393,0.003602274,0.004776303,0.004079207,0.009340055,0.07700593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001890535,"about_ca_system_score_gemma":0.001600583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00541227,"about_ca_topic_score_gemma":0.01317545,"domain_scores_codex":[0.9989322,0.0003192737,0.00003788409,0.0002448937,0.0003376161,0.000128124],"domain_scores_gemma":[0.9960824,0.0004179047,0.0001994718,0.0004949981,0.001806269,0.0009989027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005430463,0.0000218095,0.0002601323,0.00006299146,0.000008410757,0.0002485393,0.001422096,0.0000945292,0.0005056409,0.009140206,0.9683083,0.01987291],"study_design_scores_gemma":[0.000002927781,0.00001348687,0.0001703828,0.00005619282,0.000003110867,0.0001761836,0.00115327,0.00002916808,0.0001492117,0.001732774,0.9965031,0.0000102519],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008084123,0.01609886,0.01013622,0.3573119,0.3139077,0.0002146461,0.003854082,0.002151753,0.2882407],"genre_scores_gemma":[0.05196399,0.007170171,0.007456839,0.06029859,0.04762804,0.0002342875,0.001734429,0.001925178,0.8215885],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1207838,"threshold_uncertainty_score":0.4040619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009099176087974113,"score_gpt":0.2256619922337768,"score_spread":0.2165628161458027,"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."}}