{"id":"W7132322548","doi":"","title":"New Oriental: New Challenges of Transformation","year":2015,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Transformation (genetics); Context (archaeology); Key (lock); Process (computing); Identification (biology)","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0007133665,0.001344776,0.001457079,0.001225426,0.0004654421,0.00009807736,0.001143634,0.001627993,0.002666259],"category_scores_gemma":[0.0002442777,0.001462024,0.0006443363,0.0008175721,0.001303782,0.001223031,0.0001642332,0.0009731248,0.007849571],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002569779,"about_ca_system_score_gemma":0.02534217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001030341,"about_ca_topic_score_gemma":0.0002594998,"domain_scores_codex":[0.9918177,0.0003222046,0.002260727,0.00133446,0.00341639,0.0008484997],"domain_scores_gemma":[0.9942525,0.00009128291,0.001836922,0.001340087,0.0008477848,0.001631447],"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":[0.00118561,0.0009439487,0.00003592138,0.001545883,0.001584846,0.000294258,0.008944622,0.002019199,0.007515955,0.329459,0.6188275,0.02764334],"study_design_scores_gemma":[0.003562759,0.0004051167,0.0004459617,0.002924258,0.000633375,0.001305677,0.0005964716,0.00008586511,0.005802997,0.001960383,0.980981,0.001296145],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003938642,0.06709316,0.002531484,0.0001962852,0.01156226,0.001405452,0.000394348,0.0003012362,0.9161219],"genre_scores_gemma":[0.1272281,0.004302161,0.005930127,0.00006637331,0.01374222,0.00006540352,0.001327363,0.00144258,0.8458957],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3621535,"threshold_uncertainty_score":0.9999303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03259090437696877,"score_gpt":0.2611548724751249,"score_spread":0.2285639680981561,"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."}}