{"id":"W2355141824","doi":"","title":"Discussion on sustainable development of residential quarters planning design","year":2009,"lang":"en","type":"article","venue":"Shanxi Architecture","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Sustainable development; Architectural engineering; Urban planning; Environmental planning; Residential area; Architectural design; Business; Engineering; Civil engineering; Geography; Architecture; Political science","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":[0.0001575541,0.0001189393,0.0001109904,0.0001195059,0.0003291382,0.00009598693,0.0001375339,0.00002694992,0.0004577912],"category_scores_gemma":[0.00001478025,0.00006992121,0.00004299203,0.00004628608,0.00003135954,0.0001325998,0.0000275336,0.0001052023,0.00001386359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002223028,"about_ca_system_score_gemma":0.00001659525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001612892,"about_ca_topic_score_gemma":0.00005064843,"domain_scores_codex":[0.9992077,0.00004789562,0.0001821031,0.0001502014,0.0002046316,0.0002074489],"domain_scores_gemma":[0.999719,0.00002231661,0.00007097569,0.0001167827,0.00004030485,0.00003062468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001432265,0.0002116241,0.0000644016,0.0002875808,0.00009297471,0.00008474357,0.6299736,0.008066781,0.004201111,0.123859,0.04411303,0.1876128],"study_design_scores_gemma":[0.001485646,0.001776008,0.008186203,0.0006448234,0.0000638732,0.000001952447,0.05950753,0.0004607118,0.00968792,0.07872547,0.8385314,0.0009284685],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7221329,0.0002577491,0.02791899,0.009022688,0.0006617768,0.001941675,0.00001022879,0.0004200002,0.237634],"genre_scores_gemma":[0.9788964,5.890423e-7,0.001270408,0.0001923912,0.0002138362,0.000007777966,0.00003253669,0.000007572477,0.01937844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7944183,"threshold_uncertainty_score":0.5012493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06207498591666976,"score_gpt":0.249327392629185,"score_spread":0.1872524067125153,"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."}}