{"id":"W2747654465","doi":"","title":"Regional Narratives of Sustainable Architecture in Canada","year":2013,"lang":"en","type":"article","venue":"PLEA","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Narrative; Architecture; Geography; Political science; History; Art; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.00003077619,0.00008364936,0.0001163745,0.00006354736,0.00002041153,0.000005632576,0.00009370977,0.0000254452,0.0001207176],"category_scores_gemma":[0.00001387437,0.00007466311,0.00001798352,0.00009095597,0.00002170344,0.00004277757,0.00001511723,0.0001391089,0.000003861061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001035121,"about_ca_system_score_gemma":0.0001677449,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4863964,"about_ca_topic_score_gemma":0.6294056,"domain_scores_codex":[0.9994667,0.00001931157,0.0001107539,0.00007663995,0.0001107212,0.0002159277],"domain_scores_gemma":[0.9997675,0.00004162415,0.00001348773,0.0001060166,0.00002567518,0.00004572701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00004587482,0.000060518,0.03873156,0.0008566706,0.0001090644,0.0001114859,0.03547423,0.83138,0.008398853,0.00513377,0.06763286,0.01206517],"study_design_scores_gemma":[0.002583784,0.0002133622,0.5101967,0.000218593,0.00002136197,0.00007797721,0.04742783,0.07374903,0.01339352,0.2391444,0.1108985,0.002074894],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861977,0.0004620847,0.005679652,0.0002845174,0.00004344815,0.0001850837,0.000002905156,0.00003424183,0.007110357],"genre_scores_gemma":[0.9987792,0.00000440802,0.0007676795,0.00005016349,0.00002810738,0.00002054496,0.000002641985,0.0000125045,0.0003347212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7576309,"threshold_uncertainty_score":0.5170237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009170829370242672,"score_gpt":0.1835344349879341,"score_spread":0.1743636056176914,"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."}}