{"id":"W7026712344","doi":"","title":"Análise sobre a Política Nacional de Segurança de Barragens com ênfase nos critérios de monitoramento/instrumentação","year":2021,"lang":"en","type":"dissertation","venue":"Institutional Repository of the Federal Technological University of Paraná (RIUT) (Federal University of Technology – Paraná)","topic":"Dam Engineering and Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legislation; Work (physics); Control (management); Current (fluid)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002169514,0.0005539214,0.0009587645,0.0005426254,0.001140513,0.00002702207,0.001686865,0.001880162,0.00006435414],"category_scores_gemma":[0.0001192918,0.0006345689,0.0006955562,0.0006340116,0.001788223,0.0001892909,0.000310752,0.00148761,0.000005922988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017182,"about_ca_system_score_gemma":0.0007996215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004837505,"about_ca_topic_score_gemma":0.0001953399,"domain_scores_codex":[0.9975819,0.0001207556,0.0004928703,0.0005698585,0.0005496785,0.0006849503],"domain_scores_gemma":[0.9983718,0.00009506791,0.0003695567,0.0006820952,0.0002904204,0.000190993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004134363,0.002941959,0.02464204,0.004405521,0.005345018,0.005831392,0.003119752,0.1926035,0.6776652,0.06205713,0.003363887,0.01389019],"study_design_scores_gemma":[0.01966161,0.001850801,0.1163784,0.009926974,0.003308658,0.004585758,0.05630192,0.06164669,0.6347722,0.01563301,0.06865062,0.007283378],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883704,0.0007758053,0.00405469,0.0008945728,0.0004493004,0.0004305625,0.0002355691,0.000684046,0.004105096],"genre_scores_gemma":[0.9919018,0.0004754319,0.005710692,0.00001511163,0.00002786439,0.000001243001,0.0001168877,0.00003064433,0.001720301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1309568,"threshold_uncertainty_score":0.9996105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007111000639122433,"score_gpt":0.1957605541485502,"score_spread":0.1886495535094278,"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."}}