{"id":"W2350958395","doi":"","title":"Construct modern residential quarter and build harmonious living environment","year":2008,"lang":"en","type":"article","venue":"Shanxi Architecture","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Sustainable living; Construct (python library); Ideal (ethics); Sustainable development; Geography; Environmental planning; Community development; Environmental resource management; Ecology; Economic growth; Sustainability; Political science; Computer science; Environmental science; Economics","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":[0.0003610613,0.0002462627,0.0001067817,0.0005843491,0.002462677,0.001978954,0.0004332776,0.0004173343,0.01177832],"category_scores_gemma":[0.0004744319,0.0001358116,0.0001983789,0.0006483553,0.001436541,0.001537173,0.002999886,0.0006627069,0.002402732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009441066,"about_ca_system_score_gemma":0.00164785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003921709,"about_ca_topic_score_gemma":0.01111042,"domain_scores_codex":[0.9997354,0.00007143858,0.00001043291,0.00004293235,0.00006403598,0.00007573332],"domain_scores_gemma":[0.9998728,0.000005902166,0.00001077378,0.00003021642,0.00004258339,0.00003779593],"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":[0.00004422415,0.0002259569,0.02508657,0.0002180384,0.00003605527,0.0004110615,0.02126787,0.005030276,0.005937762,0.6195264,0.03683428,0.2853814],"study_design_scores_gemma":[0.00002291424,0.0001116336,0.03182354,0.0001162147,0.00003413915,0.0005202976,0.02059256,0.006166528,0.002527745,0.1655313,0.7725015,0.00005179532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2971313,0.0006796999,0.1294951,0.004455373,0.0003890131,0.000215974,0.0002411966,0.0008881997,0.5665042],"genre_scores_gemma":[0.8605419,0.00042992,0.04652012,0.0006112513,0.00005532155,0.00008785258,0.0001583384,0.0001940071,0.09140131],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01177832,"threshold_uncertainty_score":0.03940243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003488292335595894,"score_gpt":0.1661618205436585,"score_spread":0.1626735282080626,"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."}}