{"id":"W3196329273","doi":"10.48097/2674-8673.2021n5p12","title":"INOVAÇÃO E MUDANÇAS DE PARADIGMAS ATRAVÉS DA GESTÃO 4.0 NA BUSCA DO DIFERENCIAL COMPETITIVO NAS ORGANIZAÇÕES","year":2021,"lang":"pt","type":"article","venue":"Revista Vox Metropolitana","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Political science; Humanities; Physics; Philosophy","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002426762,0.001057638,0.002136507,0.0007820138,0.001375995,0.00290231,0.001862599,0.0003642965,0.006376412],"category_scores_gemma":[0.005838179,0.0009355158,0.0006948233,0.005939406,0.0007955626,0.0006628521,0.001781588,0.000706757,0.001506618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009933467,"about_ca_system_score_gemma":0.00102359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008957532,"about_ca_topic_score_gemma":0.0002522786,"domain_scores_codex":[0.9903922,0.001074606,0.002028082,0.002042677,0.002628445,0.001834006],"domain_scores_gemma":[0.9930725,0.001335605,0.0008409356,0.002247614,0.001849482,0.000653901],"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":[0.0001017363,0.000900745,0.06927073,0.000869475,0.001164478,0.001446412,0.002396384,0.00001914106,0.0004212241,0.8329174,0.0532303,0.03726197],"study_design_scores_gemma":[0.003402881,0.0005066076,0.1438013,0.001546341,0.001979549,0.000212389,0.05863993,0.001085224,0.00101777,0.01526594,0.7688877,0.003654415],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4867429,0.1939076,0.1827111,0.04250815,0.01219353,0.003620869,0.001762139,0.001130371,0.07542336],"genre_scores_gemma":[0.9702898,0.006470342,0.001215133,0.001423096,0.0007324989,0.00002593549,0.00005821852,0.0001324644,0.01965251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8176515,"threshold_uncertainty_score":0.9999241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08122365330694754,"score_gpt":0.3538213434817998,"score_spread":0.2725976901748522,"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."}}