{"id":"W22736687","doi":"10.1109/tbme.2012.2205577","title":"A contabilidade de gestão nas autarquias locais: o caso do Município de Espinho","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Business and Management Studies","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Humanities; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001693238,0.0002286118,0.0003386862,0.0004629798,0.000221314,0.0001823481,0.0005738428,0.0001494272,0.0002493947],"category_scores_gemma":[0.0003777242,0.0001837768,0.0001615785,0.0008831501,0.0001533886,0.0001777114,0.00001081483,0.0003386822,0.0001290215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000122785,"about_ca_system_score_gemma":0.00005489489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001473004,"about_ca_topic_score_gemma":0.00002772808,"domain_scores_codex":[0.9976267,0.00006976448,0.000463733,0.000418789,0.0008952729,0.0005257432],"domain_scores_gemma":[0.9982918,0.0007720899,0.00006152387,0.0004965913,0.00008251616,0.000295508],"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":[0.0001072592,0.0007631007,0.0001158647,0.0001369686,0.000392896,0.00009645818,0.003640589,0.318038,0.009040497,0.003711191,0.004176906,0.6597802],"study_design_scores_gemma":[0.001873023,0.0003635384,0.00297338,0.0002234315,0.000145595,0.000071731,0.0009792855,0.7161577,0.002722195,0.001299259,0.2724127,0.0007782291],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03689066,0.00009386552,0.9598704,0.001599828,0.0009494725,0.0001360463,0.00001084594,0.0002295284,0.0002193371],"genre_scores_gemma":[0.9959976,0.00007765277,0.002980078,0.0004513037,0.0001022653,0.00006304425,8.949805e-7,0.00002623255,0.0003009488],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9591069,"threshold_uncertainty_score":0.7494201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03327682941387306,"score_gpt":0.3027776899734209,"score_spread":0.2695008605595478,"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."}}