{"id":"W4384915702","doi":"10.29327/1283243.13-25","title":"SMART BALANCER: DESENVOLVIMENTO DE APLICATIVO MÓVEL PARA BALANCEAMENTO DE LINHA BASEADO NO DIAGRAMA DE PRECEDÊNCIAS","year":2023,"lang":"pt","type":"article","venue":"","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Humanities; Computer science; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001400642,0.0009726047,0.0005123985,0.001468579,0.0007541537,0.002774336,0.001195134,0.001005292,0.04306212],"category_scores_gemma":[0.00634076,0.000602755,0.0008530095,0.0007770038,0.0008162297,0.002918793,0.00171495,0.001297385,0.006224223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000945157,"about_ca_system_score_gemma":0.001729671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005076149,"about_ca_topic_score_gemma":0.005451138,"domain_scores_codex":[0.9987865,0.0002730453,0.00007766132,0.0002352249,0.0005258545,0.0001016753],"domain_scores_gemma":[0.9974739,0.001298776,0.0001783308,0.0003964947,0.0005130235,0.000139486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009993459,0.000416128,0.006170859,0.001997761,0.0000764301,0.0009196737,0.008630677,0.05388187,0.07558517,0.153277,0.03763888,0.6604062],"study_design_scores_gemma":[0.0002268832,0.0005954599,0.00522143,0.0008184139,0.0001639592,0.0005441802,0.002312144,0.2078516,0.06500049,0.06277216,0.6542965,0.0001967307],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03485726,0.0004614668,0.8695063,0.001035884,0.0003227038,0.0005955674,0.001327551,0.01597439,0.07591886],"genre_scores_gemma":[0.2101079,0.0006014489,0.7392677,0.0002500707,0.00004741286,0.0005469834,0.001323219,0.00251412,0.04534116],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04306212,"threshold_uncertainty_score":0.1440572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1093305353150379,"score_gpt":0.3861032180342369,"score_spread":0.276772682719199,"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."}}