{"id":"W7132140966","doi":"","title":"Shanghai Jinqiao (Group) Co., Ltd. (A): Jinqiao’s Experience and Challenge","year":2013,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Government (linguistics); Work (physics); Perspective (graphical); Focus (optics)","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0008142915,0.003065214,0.002334917,0.001561527,0.003693735,0.001098067,0.002319403,0.003029618,0.01099149],"category_scores_gemma":[0.0004757894,0.003280436,0.0007914275,0.0008251425,0.01183489,0.00211816,0.0012593,0.002516998,0.02723951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00304463,"about_ca_system_score_gemma":0.002163468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008235888,"about_ca_topic_score_gemma":0.00007051067,"domain_scores_codex":[0.9858521,0.0007424208,0.002593982,0.004670733,0.003659527,0.0024813],"domain_scores_gemma":[0.9917417,0.0003289493,0.002108946,0.003071285,0.0007443334,0.002004761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001439419,0.008564374,0.006383828,0.004744427,0.004684018,0.01159332,0.01521766,0.0003432873,0.09467208,0.4954511,0.3393649,0.01754155],"study_design_scores_gemma":[0.002667049,0.0005170282,0.005418546,0.002759966,0.0003919723,0.004123205,0.0009233318,0.0008097658,0.001703241,0.0003089378,0.9765052,0.003871816],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02548083,0.04776272,0.0005556549,0.0001651684,0.01014216,0.003330834,0.0005620524,0.0008263713,0.9111742],"genre_scores_gemma":[0.557441,0.00420498,0.001428219,0.0004179357,0.008000918,0.001920674,0.0005223587,0.001641016,0.4244229],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6371402,"threshold_uncertainty_score":0.9999389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01937669408905975,"score_gpt":0.264009487597891,"score_spread":0.2446327935088312,"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."}}