{"id":"W7132017786","doi":"","title":"ICBC in the Digital Era (A)","year":2014,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Digital era; The Internet; Digital health; Postal service; Digital radio","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":[0.001310598,0.001485583,0.001136062,0.001118694,0.001406459,0.001320892,0.002780051,0.001375734,0.001487739],"category_scores_gemma":[0.0007586681,0.001195525,0.0007896949,0.001156324,0.004434392,0.0007358298,0.0004226377,0.002794361,0.04693802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002006059,"about_ca_system_score_gemma":0.003919401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001242957,"about_ca_topic_score_gemma":0.0000696318,"domain_scores_codex":[0.9910842,0.0007958675,0.001788264,0.001899899,0.003144208,0.001287616],"domain_scores_gemma":[0.9952371,0.0006402418,0.001141629,0.002365979,0.0002535704,0.0003615504],"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":[0.0008703281,0.005102756,0.01517153,0.001008255,0.001399387,0.009303726,0.002079143,0.005683633,0.002715094,0.4040013,0.5298206,0.02284427],"study_design_scores_gemma":[0.001330968,0.0001301836,0.02009572,0.001459597,0.0001557507,0.002983923,0.0001426872,0.0003279371,0.00008115127,0.0004757163,0.9714625,0.001353832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007046881,0.005590276,0.0002963499,0.0001643884,0.007044784,0.001504351,0.0003817162,0.0002065326,0.9777647],"genre_scores_gemma":[0.7916059,0.0000790452,0.0001193009,0.0004817245,0.006533056,0.0002597156,0.0004282348,0.0006101963,0.1998828],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7845591,"threshold_uncertainty_score":0.9999207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009680163518644348,"score_gpt":0.2282862705148923,"score_spread":0.2186061069962479,"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."}}