{"id":"W2161389846","doi":"10.5539/ibr.v4n2p170","title":"A Technological Innovation Management Based on the Audit","year":2011,"lang":"en","type":"article","venue":"International Business Research","topic":"Technology Assessment and Management","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shanghai Municipal Education Commission","keywords":"Audit; Business; Workflow; Technological change; Innovation management; Process management; Knowledge management; Computer science; Accounting; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004773906,0.0004500976,0.000539755,0.0041067,0.002172924,0.005654708,0.0009937879,0.001052518,0.002031717],"category_scores_gemma":[0.01235964,0.0003018855,0.0006242391,0.003183108,0.001683869,0.006990848,0.00328432,0.001361143,0.0004955934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002267177,"about_ca_system_score_gemma":0.008321313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002689923,"about_ca_topic_score_gemma":0.001343391,"domain_scores_codex":[0.9921233,0.002317891,0.0006582229,0.0008069039,0.003521955,0.0005718025],"domain_scores_gemma":[0.9927062,0.001462895,0.001284109,0.00168253,0.002336948,0.0005272782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001693492,0.0001863273,0.0166124,0.0005570641,0.00006994867,0.0002782062,0.001839467,0.01265459,0.004349259,0.3259167,0.01191191,0.6254548],"study_design_scores_gemma":[0.0001329638,0.0004759855,0.02349288,0.001257078,0.000301634,0.001300441,0.002776556,0.2256628,0.02509597,0.4764613,0.2426746,0.0003677798],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0531198,0.002128853,0.8677696,0.005769427,0.0007633233,0.0006964392,0.0002677863,0.002982168,0.06650257],"genre_scores_gemma":[0.7930573,0.001953141,0.1911767,0.0004095409,0.0002969301,0.0003745172,0.000323934,0.0001306638,0.01227728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005654708,"threshold_uncertainty_score":0.0252471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09907825872821562,"score_gpt":0.3358208307691418,"score_spread":0.2367425720409262,"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."}}