{"id":"W755204904","doi":"","title":"Organizational and methodological aspects of the audit of innovative products","year":2014,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Technology Assessment and Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Audit; Business; Accounting","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002079184,0.00003500447,0.0001702338,0.00001255566,0.000006398569,6.432358e-7,0.00005212799,0.00001799673,0.000002378922],"category_scores_gemma":[0.00008928119,0.00002541884,0.000007558373,0.00009524502,0.00005713789,0.00001683105,0.00004272572,0.00002681896,1.115758e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003307941,"about_ca_system_score_gemma":0.000006349058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.19821e-7,"about_ca_topic_score_gemma":5.014565e-7,"domain_scores_codex":[0.9997482,0.00000953138,0.0001489529,0.00005559017,0.000008783137,0.00002891858],"domain_scores_gemma":[0.9997527,0.00002702282,0.00009713436,0.00008902828,0.00003214503,0.000001972936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[3.824487e-7,0.000005095855,0.0005293616,0.001444618,0.00001336591,1.24928e-8,0.000006516178,0.00005427416,0.0001953856,0.9835155,0.000135246,0.01410022],"study_design_scores_gemma":[0.0009653797,0.0003280332,0.3176416,0.005540153,0.0001190509,0.00000943356,0.00002552147,0.007428135,0.08451661,0.2753863,0.3074963,0.0005434662],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9426748,0.04509018,0.002515095,0.002320235,0.0001587116,0.0004022192,0.00001239668,0.00001491913,0.006811405],"genre_scores_gemma":[0.8551433,0.1403617,0.004435627,0.00003622221,0.000005948822,0.000002437723,8.096362e-7,0.000002534531,0.0000114435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7081292,"threshold_uncertainty_score":0.103655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253568697521926,"score_gpt":0.2407156135577495,"score_spread":0.2181799265825303,"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."}}