{"id":"W4404890384","doi":"10.37885/241017879","title":"A METODOLOGIA DO PLANO ESTADUAL DE CAPACITAÇÃO EM RECURSOS HÍDRICOS NO ESTADO DO PARÁ E SUA CONTRIBUIÇÃO PARA A GESTÃO DE RECURSOS HÍDRICOS NO ESTADO","year":2024,"lang":"pt","type":"book-chapter","venue":"Editora Científica Digital eBooks","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Semtech (Canada)","funders":"","keywords":"Political 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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002223932,0.0027489,0.001977234,0.0006122211,0.001143052,0.002796936,0.00236584,0.002606868,0.003866256],"category_scores_gemma":[0.001600624,0.002813337,0.001315776,0.0003822421,0.002895156,0.001395233,0.001640802,0.003563988,0.01649655],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008572496,"about_ca_system_score_gemma":0.000839523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001878656,"about_ca_topic_score_gemma":0.00005166413,"domain_scores_codex":[0.9861994,0.000392491,0.002362323,0.004137863,0.003036494,0.00387148],"domain_scores_gemma":[0.9922917,0.001380637,0.001246814,0.002442962,0.0002447206,0.002393105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009417407,0.01509579,0.03165771,0.00747777,0.00496512,0.008879253,0.1178256,0.002395406,0.01421068,0.0570677,0.3825342,0.3484734],"study_design_scores_gemma":[0.002708296,0.004316075,0.002611091,0.002195739,0.001277113,0.0006161637,0.01369695,0.0008906751,0.001219215,0.02310283,0.9407613,0.006604527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4367332,0.002776158,0.002083968,0.001477943,0.06106852,0.01407451,0.01184029,0.001999581,0.4679459],"genre_scores_gemma":[0.8721775,0.0003374322,0.0007327753,0.000541539,0.01097709,0.0005009903,0.0009298038,0.000583134,0.1132197],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5582271,"threshold_uncertainty_score":0.9998184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01828422153950478,"score_gpt":0.2471757679476377,"score_spread":0.2288915464081329,"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."}}