{"id":"W7132374773","doi":"","title":"Vanke Property: Puzzle of Turnover","year":2016,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Measure (data warehouse); Work (physics); Set (abstract data type); Perspective (graphical); Term (time)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0008061354,0.001680108,0.00182503,0.001240955,0.001293374,0.0001340031,0.001788598,0.00178515,0.01894178],"category_scores_gemma":[0.0005870605,0.001108595,0.001123531,0.00061185,0.00673215,0.0007603194,0.0008012697,0.001075589,0.04125534],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002657174,"about_ca_system_score_gemma":0.007401425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002317153,"about_ca_topic_score_gemma":0.00005964886,"domain_scores_codex":[0.9902224,0.0004985107,0.0024253,0.002165431,0.003218642,0.001469738],"domain_scores_gemma":[0.9927363,0.0002183262,0.002660015,0.0024217,0.001273214,0.0006903855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001624135,0.00318968,0.00253271,0.002227873,0.003694682,0.001832819,0.0002800815,0.0002701949,0.4026469,0.08069258,0.494206,0.00680243],"study_design_scores_gemma":[0.002231771,0.0001744719,0.001478957,0.005421555,0.0005322431,0.001242938,0.00001929806,0.00003131695,0.03401347,0.0002425394,0.9530091,0.001602298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001569003,0.006900249,0.0005084404,0.00008573937,0.01244045,0.001837724,0.001218696,0.0002872725,0.9751524],"genre_scores_gemma":[0.1973176,0.0002008559,0.0005387934,0.0000639387,0.004805879,0.0001649672,0.000107045,0.0009626066,0.7958384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4588032,"threshold_uncertainty_score":0.9995946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357142886689907,"score_gpt":0.2418840436695343,"score_spread":0.2283126148026352,"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."}}