{"id":"W4236330321","doi":"10.32920/ryerson.14645643","title":"Architecture as Respiratory Systems","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Architectural engineering; Architecture; Atmosphere (unit); Order (exchange); Environmental science; Sustainability; Computer science; Business; Environmental resource management; Environmental planning; Engineering; Ecology; Geography; Meteorology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008353597,0.0004644755,0.0001965504,0.0009112921,0.002499016,0.0058828,0.0006977833,0.001619244,0.01067003],"category_scores_gemma":[0.001392269,0.0002097875,0.0002944222,0.0008310165,0.01828466,0.004316833,0.003989407,0.00158071,0.001518648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003008785,"about_ca_system_score_gemma":0.001920158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004367092,"about_ca_topic_score_gemma":0.004385419,"domain_scores_codex":[0.9989317,0.0005344313,0.00003253874,0.0001634414,0.0001829603,0.0001549894],"domain_scores_gemma":[0.9993961,0.0001614109,0.00008498077,0.0001208067,0.0001048191,0.0001318727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006216676,0.000006768021,0.000326927,0.00004910042,0.000003280998,0.00004887683,0.003154476,0.0005315688,0.0003012689,0.9822077,0.001840884,0.01152294],"study_design_scores_gemma":[0.000008708844,0.00003941169,0.001496422,0.0001616152,0.000007524279,0.0002242246,0.002496438,0.0007593084,0.0003222445,0.6213378,0.3731281,0.0000182746],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05340157,0.02519803,0.03972432,0.01836296,0.0009167918,0.00007697276,0.0001331211,0.0002775617,0.8619087],"genre_scores_gemma":[0.8842003,0.009546052,0.01643374,0.001318841,0.0005150293,0.00006879141,0.0001053023,0.0001156988,0.08769621],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01067003,"threshold_uncertainty_score":0.03569484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07793854363115087,"score_gpt":0.2699463384486443,"score_spread":0.1920077948174934,"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."}}