{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001633453,0.0002237677,0.0001340937,0.0004669633,0.003437387,0.002251596,0.0009085001,0.002004975,0.007225499],"category_scores_gemma":[0.001453405,0.0001854067,0.0004974263,0.0007906063,0.002882354,0.001364949,0.001336139,0.001329002,0.000492092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003413612,"about_ca_system_score_gemma":0.002852979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009679921,"about_ca_topic_score_gemma":0.0121124,"domain_scores_codex":[0.9987354,0.0007432984,0.00005181518,0.0001101403,0.0002350326,0.0001243591],"domain_scores_gemma":[0.9995384,0.000221191,0.00002241513,0.00003087296,0.0001482516,0.00003895197],"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":[0.00004758553,0.00004185618,0.003168232,0.0003691228,0.00001543096,0.00234321,0.03443435,0.006727651,0.001708721,0.8272869,0.04956454,0.0742925],"study_design_scores_gemma":[0.000006350319,0.0000496246,0.001318544,0.0001566627,0.000008387467,0.0006474914,0.0166416,0.001726652,0.001588205,0.0490848,0.9287487,0.00002292675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1366673,0.006407494,0.08809586,0.1420207,0.002605685,0.0003198075,0.0003504557,0.0002530637,0.6232797],"genre_scores_gemma":[0.8171874,0.002713511,0.01726514,0.008622739,0.0002604215,0.0001746931,0.0001120191,0.00006432928,0.1535997],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.009679921,"threshold_uncertainty_score":0.02476764,"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."}}