{"id":"W2362001051","doi":"","title":"Choice of cooling/heating sources of large scale villa quarter","year":2004,"lang":"en","type":"article","venue":"","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Beijing; Work (physics); Scale (ratio); Investment (military); Environmental science; Value (mathematics); Engineering; Geography; Computer science; Mechanical engineering; China; Cartography; 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":[0.0004915998,0.0003537202,0.0003836566,0.0008544718,0.0008125362,0.001204247,0.0007043724,0.0003833258,0.01160873],"category_scores_gemma":[0.001195503,0.0002560404,0.0007205108,0.00127679,0.0003026385,0.0006034902,0.0005526727,0.0004261864,0.0005836057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060092,"about_ca_system_score_gemma":0.0004354778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005467154,"about_ca_topic_score_gemma":0.01201501,"domain_scores_codex":[0.9994673,0.0001153791,0.00002205754,0.0001249613,0.0001107175,0.0001595965],"domain_scores_gemma":[0.9995447,0.0001310775,0.00005965662,0.00007097748,0.0001034595,0.00009009503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.009373749,0.00142755,0.153593,0.002117738,0.0005795051,0.003200955,0.001023387,0.2572082,0.1474112,0.0472706,0.0133203,0.363474],"study_design_scores_gemma":[0.0009780094,0.003769444,0.5418228,0.0002864083,0.0008645343,0.00172707,0.007457616,0.1554453,0.1422323,0.03366167,0.1113216,0.0004332199],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9269818,0.0005546098,0.01163964,0.0001589765,0.00005161964,0.0002017698,0.001371472,0.000123901,0.05891616],"genre_scores_gemma":[0.9943601,0.00009531892,0.002449519,0.00001340207,0.000005304788,0.00003871364,0.0003519259,0.00001938535,0.002666236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01160873,"threshold_uncertainty_score":0.03883505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01067535162068896,"score_gpt":0.2249880232018301,"score_spread":0.2143126715811411,"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."}}