{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005605005,0.0005877421,0.0003228718,0.001285215,0.02305066,0.002640127,0.001578733,0.002363833,0.00935986],"category_scores_gemma":[0.001213587,0.0002615202,0.0004529573,0.004514094,0.003870474,0.0008516175,0.001700498,0.001338773,0.000564481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0484225,"about_ca_system_score_gemma":0.0421064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9837983,"about_ca_topic_score_gemma":0.997717,"domain_scores_codex":[0.9986308,0.0001644856,0.00002084419,0.0001118066,0.0004728288,0.0005992058],"domain_scores_gemma":[0.9992781,0.0001228399,0.00003490157,0.00003948165,0.0002376033,0.0002870603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001070345,0.001279005,0.1019212,0.001455852,0.0001457557,0.06356762,0.3098868,0.0232226,0.01479498,0.1687469,0.1303464,0.1835626],"study_design_scores_gemma":[0.00006669363,0.0002534875,0.08526948,0.0002972128,0.00008582412,0.003661571,0.4246064,0.004018374,0.004035037,0.002939144,0.4745665,0.000200295],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8049524,0.0007800716,0.003223757,0.003996266,0.0001346872,0.0005097523,0.00216958,0.0001031881,0.1841303],"genre_scores_gemma":[0.9362199,0.0007378187,0.005374735,0.0003758498,0.00001484709,0.00008747732,0.0006156017,0.00004009525,0.05653362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0484225,"threshold_uncertainty_score":0.3513315,"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."}}