{"id":"W4391682125","doi":"10.4324/9780429443091-36","title":"Canadian Academic Interior Urbanism as a Climatic and Cultural Response","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Urbanism; Geography; Economic geography; Sociology; Archaeology; Architecture","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001663532,0.0003142853,0.0003209354,0.000269939,0.0004471371,0.0001365119,0.0001548354,0.0003092258,0.008333876],"category_scores_gemma":[0.00002330099,0.0002474479,0.0001289563,0.00000548194,0.0005010748,0.0000727458,0.00004940065,0.0008118236,0.001573473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00039917,"about_ca_system_score_gemma":0.000386646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0277992,"about_ca_topic_score_gemma":0.4152451,"domain_scores_codex":[0.999025,0.0000281442,0.0002631948,0.0002952306,0.0001292947,0.0002591615],"domain_scores_gemma":[0.9994137,0.00008622973,0.00006094366,0.0001376982,0.00005516499,0.000246257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004666095,5.188439e-7,1.322038e-7,0.00006359065,0.000053676,0.00006698486,0.09836607,6.654763e-9,0.000007393471,0.8585288,0.04223777,0.0006283821],"study_design_scores_gemma":[0.00005622127,0.00008396925,8.990366e-7,0.000211539,0.00008555327,0.00002010722,0.001658682,0.000002346054,7.6699e-7,0.109321,0.8882527,0.0003062713],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001131231,0.004611031,7.262798e-7,0.0009909696,0.0009056032,0.0002499838,0.0001236598,0.0001182063,0.9918686],"genre_scores_gemma":[0.0230319,0.0002211312,0.00001287882,0.00164458,0.0008555078,0.00001085146,0.00002335202,0.00006954942,0.9741303],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8460149,"threshold_uncertainty_score":0.9999978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03205614015700074,"score_gpt":0.2417366883346782,"score_spread":0.2096805481776774,"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."}}