{"id":"W4391169582","doi":"10.19088/ids.2024.004","title":"Participação social para transições justas: Sumário executivo","year":2024,"lang":"pt","type":"report","venue":"","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Investment Bank; European Commission; United Nations Development Programme; Commission for Environmental Cooperation; United Nations Educational, Scientific and Cultural Organization; International Labour Organization; Environmental Defense Fund; Inter-American Development Bank; African Development Bank Group","keywords":"Political science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001254536,0.0009397588,0.0008431256,0.0001228964,0.0006385181,0.0002820448,0.0005928204,0.0009529998,0.04970716],"category_scores_gemma":[0.00007518347,0.0008942249,0.000703205,0.0005774462,0.001298149,0.0004650331,0.0004375029,0.001165936,0.01024489],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00461827,"about_ca_system_score_gemma":0.0004543375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003336676,"about_ca_topic_score_gemma":0.0007494736,"domain_scores_codex":[0.9935865,0.0002500677,0.001203078,0.001773726,0.001719645,0.001466963],"domain_scores_gemma":[0.9984286,0.0001184746,0.0002670418,0.000693363,0.00002254214,0.0004699458],"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":[0.0003389587,0.007335217,0.04997784,0.009775463,0.001506578,0.001138491,0.1060915,0.001241039,0.008320605,0.002769643,0.5390721,0.2724326],"study_design_scores_gemma":[0.0004029921,0.0003216077,0.0726411,0.0002376235,0.001524403,0.00008824922,0.03794634,0.0002064877,0.003666134,0.003684111,0.8770136,0.002267401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.733525,0.004454123,0.000652048,0.01792041,0.00507481,0.003018077,0.0004493858,0.0004702148,0.234436],"genre_scores_gemma":[0.8336383,0.001259498,0.0001049015,0.0003808989,0.0005357885,0.0002649389,0.0002617018,0.0001207034,0.1634333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3379415,"threshold_uncertainty_score":0.9993508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06589068397194306,"score_gpt":0.3365416980096183,"score_spread":0.2706510140376752,"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."}}