{"id":"W2347437654","doi":"","title":"Design of Zhangye Beichenlijia residential quarter","year":2009,"lang":"en","type":"article","venue":"Shanxi Architecture","topic":"Color perception and design","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Beauty; Architectural engineering; Architectural design; Architectural plan; Landscape design; Residential area; Geography; Architecture; Engineering; Civil engineering; Aesthetics; 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":[0.0002298438,0.000175787,0.0002313408,0.0002168762,0.00006324337,0.00001841374,0.0002478354,0.0001733722,0.006905254],"category_scores_gemma":[0.0000230075,0.00015468,0.0001192101,0.0002426121,0.00006677181,0.00003252156,0.00001730944,0.0002599244,0.0005218593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001602471,"about_ca_system_score_gemma":0.0000309553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002199841,"about_ca_topic_score_gemma":0.00001526786,"domain_scores_codex":[0.9985884,0.000269702,0.0002772007,0.0003247031,0.0002170405,0.0003229039],"domain_scores_gemma":[0.9992315,0.00008660081,0.00009072514,0.0004475984,0.00004570799,0.00009787207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00399559,0.001567631,0.0008306763,0.0000508511,0.0002810187,0.0002981792,0.06963827,0.002523372,0.285761,0.008096309,0.4468535,0.1801036],"study_design_scores_gemma":[0.01271897,0.01523372,0.7086288,0.0002697162,0.0004961721,0.0008016219,0.004226735,0.0008780505,0.01538631,0.1565523,0.08153123,0.003276322],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2952158,0.0009552935,0.6077964,0.009578137,0.001765003,0.001621724,0.00004418226,0.000572985,0.08245039],"genre_scores_gemma":[0.992738,0.000003640163,0.003057257,0.001152879,0.0002979878,0.00001678446,0.00001107393,0.00001706505,0.002705297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7077981,"threshold_uncertainty_score":0.9940026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463620811823593,"score_gpt":0.311070254040299,"score_spread":0.2864340459220631,"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."}}