{"id":"W3186782071","doi":"10.5753/sbqs.2006.15600","title":"O Uso de Projetos-Piloto para Avaliação da Efetividade da Melhoria de Processos","year":2006,"lang":"pt","type":"article","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Computer science; Philosophy; Humanities","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":[0.009999868,0.0006765008,0.0005402435,0.001299851,0.0012109,0.001858296,0.001465889,0.001411672,0.003419849],"category_scores_gemma":[0.03383189,0.0005782703,0.0005622995,0.0008583316,0.001644901,0.00297125,0.002879754,0.001105399,0.0006635145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000477557,"about_ca_system_score_gemma":0.0016873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009919779,"about_ca_topic_score_gemma":0.00146957,"domain_scores_codex":[0.99424,0.003033025,0.0003048022,0.0005077826,0.001645837,0.000268528],"domain_scores_gemma":[0.9636579,0.02277317,0.001759575,0.006097603,0.004219697,0.001492159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003135216,0.006883486,0.04435026,0.003280242,0.0001246063,0.001685072,0.02078115,0.008199377,0.2407199,0.01502424,0.003826492,0.6519899],"study_design_scores_gemma":[0.002283163,0.05667109,0.1522892,0.002009184,0.0006733254,0.005436747,0.02995432,0.1042291,0.483325,0.03313352,0.1292247,0.0007707554],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7448104,0.0006108023,0.2393861,0.0005697812,0.0001765773,0.002175337,0.0002298053,0.002354481,0.009686719],"genre_scores_gemma":[0.7940292,0.0004544889,0.2001084,0.0001526962,0.00004043466,0.0008863472,0.000216467,0.0001994419,0.003912524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009999868,"threshold_uncertainty_score":0.052885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04067547987881556,"score_gpt":0.3113580181549099,"score_spread":0.2706825382760943,"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."}}