{"id":"W4417502253","doi":"10.12957/ric.2025.95228","title":"DINHEIRO QUE REGENERA: UM MODELO DE CONTRACORRENTE FINANCEIRA PARA FORTALECER A CONSERVAÇÃO ATIVA DE ECOSSISTEMAS ESTUARINOS NO BRASIL","year":2025,"lang":"","type":"article","venue":"Revista Internacional de Ciências","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Work (physics); Process (computing)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001158394,0.001075781,0.001067965,0.0002427454,0.000668232,0.0004687643,0.00146529,0.0005683987,0.003440879],"category_scores_gemma":[0.0005072938,0.001154024,0.000684493,0.000606359,0.0009396984,0.0006541921,0.001193879,0.001000716,0.001346179],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007700223,"about_ca_system_score_gemma":0.001133172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002313084,"about_ca_topic_score_gemma":0.0005044272,"domain_scores_codex":[0.9935669,0.0003915034,0.001523785,0.00144563,0.0007884881,0.002283651],"domain_scores_gemma":[0.997369,0.0003427923,0.0005979549,0.0009146077,0.00006888854,0.0007067765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001328101,0.001462255,0.8295212,0.001616005,0.0008800105,0.001102845,0.002244795,0.004461717,0.009849234,0.03815898,0.08189823,0.02747662],"study_design_scores_gemma":[0.002866551,0.0002817365,0.7483946,0.002900891,0.0003687912,0.0002923691,0.0006935506,0.0488215,0.005298777,0.002642282,0.1855005,0.001938439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572104,0.0036708,0.01588237,0.002079109,0.0006732129,0.0013364,0.0002489102,0.00009858557,0.01880025],"genre_scores_gemma":[0.9125717,0.002908743,0.002084002,0.004609132,0.0002757076,0.0003061268,0.0000588828,0.00009404701,0.07709171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1036023,"threshold_uncertainty_score":0.9994314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01625126005623749,"score_gpt":0.2650470820165789,"score_spread":0.2487958219603414,"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."}}