{"id":"W7131929716","doi":"","title":"K Province Xinhua Distribution Group Holding Company Ltd. (D): Transformation Strategy","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":"Distribution (mathematics); Group (periodic table); Transformation (genetics); Order (exchange); Work (physics)","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":[0.001063074,0.002377121,0.001747325,0.0008899188,0.003618841,0.001360912,0.001588833,0.002370326,0.002736652],"category_scores_gemma":[0.0001690101,0.002599784,0.001011844,0.001124933,0.003547153,0.003875018,0.0002448549,0.002525647,0.01926612],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008026348,"about_ca_system_score_gemma":0.004926731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001171,"about_ca_topic_score_gemma":0.0001431148,"domain_scores_codex":[0.9880285,0.0008534794,0.003273695,0.002494913,0.003356884,0.001992533],"domain_scores_gemma":[0.9936498,0.000182668,0.002552741,0.001648545,0.0009128824,0.001053345],"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":[0.0008344846,0.00371941,0.0005604107,0.003550408,0.001995023,0.0009642897,0.000741045,0.02232566,0.09079598,0.7393044,0.1186831,0.0165258],"study_design_scores_gemma":[0.004014874,0.0005877813,0.01604849,0.004998482,0.001037113,0.0024698,0.000403772,0.01802505,0.006581866,0.0004716158,0.9410589,0.004302243],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04269981,0.00768713,0.05075745,0.0001025057,0.009876658,0.007414821,0.004552841,0.001451262,0.8754575],"genre_scores_gemma":[0.875824,0.0003341334,0.0004235258,0.00006345691,0.003741078,0.0006216916,0.01198961,0.0007867671,0.1062157],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8331242,"threshold_uncertainty_score":0.9997756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01450688815099529,"score_gpt":0.2338990688186765,"score_spread":0.2193921806676812,"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."}}