{"id":"W2356983581","doi":"","title":"Ecological Residence Innovation and City Planning and Development","year":2006,"lang":"en","type":"article","venue":"Journal of Jiaxing University","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Residence; Bottleneck; Quarter (Canadian coin); Enlightenment; Urban planning; Dialectic; Scale (ratio); Environmental planning; Geography; Ecology; Sociology; Civil engineering; Engineering; Operations management","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":[0.0002123607,0.00004392075,0.0000740935,0.0001416779,0.0000812388,0.00001918006,0.00003708633,0.00003023715,0.000003629392],"category_scores_gemma":[0.00001389965,0.00004345632,0.0000060915,0.0001160309,0.00001731329,0.0001508263,0.00002184246,0.0001007646,1.01321e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001208173,"about_ca_system_score_gemma":0.00003550239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003392481,"about_ca_topic_score_gemma":9.022093e-7,"domain_scores_codex":[0.9996975,0.00001166014,0.0001042748,0.00004128741,0.00007041101,0.00007488916],"domain_scores_gemma":[0.9998035,0.00003977272,0.00005388796,0.00001905337,0.00006239974,0.00002142386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001543792,0.0001129065,0.8749179,0.0002380625,0.000132007,0.001846266,0.001531464,0.05915624,0.01895427,0.01235606,0.006040212,0.02456025],"study_design_scores_gemma":[0.0006073007,0.00006313666,0.9830773,0.0001100044,0.00001416458,0.00009575472,0.001323274,0.001385078,0.002630747,0.000944524,0.009601478,0.0001472739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791667,0.0001170001,0.02003951,0.00003581102,0.00003889246,0.00001868991,1.192649e-7,0.00001654828,0.0005666906],"genre_scores_gemma":[0.992054,0.00001120672,0.00781347,0.000006355401,0.00002576331,1.740761e-8,2.314342e-7,0.000002085206,0.00008687711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1081594,"threshold_uncertainty_score":0.1772097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01785561894779314,"score_gpt":0.2176797023471286,"score_spread":0.1998240833993355,"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."}}