{"id":"W4387935596","doi":"10.51189/coninters2023/25705","title":"GERENCIAMENTO DE OLUC’S E SUAS EMBALAGENS: ESTUDO DE MÚLTIPLOS CASOS EM OFICINAS","year":2023,"lang":"pt","type":"article","venue":"","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","funders":"","keywords":"Computer science","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003408151,0.0005229233,0.0007705066,0.0007528219,0.0008708901,0.0008692925,0.001231926,0.0002004458,0.00285862],"category_scores_gemma":[0.001495985,0.0004124183,0.0003131436,0.003329539,0.0001765218,0.000420135,0.001701213,0.0002302228,0.00845485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002549639,"about_ca_system_score_gemma":0.0002525741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001187204,"about_ca_topic_score_gemma":0.001207489,"domain_scores_codex":[0.9944356,0.0002594278,0.0009543583,0.001106502,0.001742177,0.00150194],"domain_scores_gemma":[0.9971002,0.0008004206,0.0003110961,0.00105206,0.0004303804,0.0003058793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007050399,0.0004772846,0.124522,0.0001725723,0.0005080025,0.0007855128,0.01571479,0.0007337449,0.0004975909,0.006093013,0.7778484,0.07257665],"study_design_scores_gemma":[0.00242698,0.0004108628,0.6253294,0.0003240778,0.00060383,0.00003475537,0.1788158,0.06669056,0.0006236437,0.01152884,0.1113566,0.001854665],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8723787,0.002120924,0.06034806,0.0167261,0.003278733,0.001854936,0.00007867136,0.001208836,0.04200506],"genre_scores_gemma":[0.8192726,0.001147668,0.0003293506,0.002090394,0.0001629254,0.00009179377,0.000006183147,0.00004663273,0.1768524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6664917,"threshold_uncertainty_score":0.9998327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1503892806409528,"score_gpt":0.3875075121117379,"score_spread":0.2371182314707851,"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."}}