{"id":"W2258152843","doi":"","title":"CASE STUDY: Sustainable Living: Canadian and Intl Architecture","year":2006,"lang":"en","type":"article","venue":"","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architecture; Environmental planning; Geography; 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":[0.0001155652,0.0001562252,0.0001250627,0.0002040117,0.0001861987,0.00007312894,0.0000680588,0.0000591208,0.00007292668],"category_scores_gemma":[0.00001760752,0.0001399341,0.00002104884,0.0001130386,0.00002639113,0.000051657,0.00003159561,0.0001899058,0.000007148989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007270405,"about_ca_system_score_gemma":0.00004814524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3882297,"about_ca_topic_score_gemma":0.6226395,"domain_scores_codex":[0.9991969,0.00002773749,0.0001119529,0.0001616295,0.00007814406,0.0004235831],"domain_scores_gemma":[0.9995305,0.00006696711,0.000006970619,0.0001809131,0.00002339147,0.0001912399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002706888,0.000490696,0.1959741,0.0009686588,0.0003789306,0.1040928,0.0548205,0.5161882,0.000450777,0.006833357,0.06740171,0.05237327],"study_design_scores_gemma":[0.005758059,0.002239516,0.2157877,0.0001652045,0.0006088107,0.06905378,0.1496636,0.2195406,0.001261198,0.08640224,0.24012,0.009399279],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9369387,0.0002062251,0.01474403,0.0000489824,0.00004799504,0.000325399,0.000002662596,0.0002812258,0.04740478],"genre_scores_gemma":[0.9956358,0.000001556168,0.0005932956,0.00006022791,0.0001090296,0.00001432,0.000001281578,0.00003175871,0.003552744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2966476,"threshold_uncertainty_score":0.6158442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008670799700539949,"score_gpt":0.1976921738494687,"score_spread":0.1890213741489287,"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."}}