{"id":"W2360170258","doi":"","title":"Environmental ecological design of residential quarter","year":2004,"lang":"en","type":"article","venue":"Shanxi Architecture","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Ecological design; Settlement (finance); Realization (probability); Architectural engineering; Geography; Environmental resource management; Environmental planning; Ecology; Engineering; Business; Environmental science; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006987494,0.000180762,0.0002232024,0.0000765033,0.0002777482,0.00002623506,0.0001758184,0.00004546644,0.002498381],"category_scores_gemma":[0.0000110699,0.0001200132,0.0001255008,0.00002118676,0.000504646,0.00004720224,0.00009668384,0.0001942432,0.0001071489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000255164,"about_ca_system_score_gemma":0.00001669433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004265868,"about_ca_topic_score_gemma":0.000192683,"domain_scores_codex":[0.9990315,0.00005520197,0.000221544,0.0002235383,0.0002031204,0.0002650878],"domain_scores_gemma":[0.9996502,0.00006285527,0.00007365156,0.0001499102,0.00001027273,0.00005307691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002533784,0.002719947,0.001816315,0.0003946642,0.001518988,0.0005650466,0.5832634,0.05372561,0.06478487,0.1605714,0.05512311,0.07298283],"study_design_scores_gemma":[0.007662277,0.006752317,0.06272557,0.000290253,0.0004456112,0.000226366,0.01367218,0.00009569751,0.01612229,0.608833,0.2803101,0.002864413],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9714461,0.0009498166,0.005174876,0.005132752,0.0006472109,0.0006920805,0.0001623953,0.000186061,0.01560872],"genre_scores_gemma":[0.997337,0.00001565233,0.000818922,0.0002228537,0.0004936042,0.00001788071,0.000008788904,0.00001346286,0.001071807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5695912,"threshold_uncertainty_score":0.9984134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01873189501223173,"score_gpt":0.1943337350916788,"score_spread":0.1756018400794471,"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."}}