{"id":"W4406315073","doi":"10.55905/rdelosv18.n63-093","title":"A chancela da paisagem cultural brasileira como ferramenta de preservação ambiental","year":2025,"lang":"pt","type":"article","venue":"DELOS Desarrollo Local Sostenible","topic":"Environmental Sustainability and Education","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Humanities; Art; Sociology","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007909412,0.0007400817,0.000617842,0.0001365681,0.001012289,0.0004161335,0.001139533,0.0005486737,0.003964667],"category_scores_gemma":[0.0001135874,0.0007498331,0.0004051226,0.001123539,0.001424122,0.001053505,0.001197472,0.0008046877,0.001463229],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004763141,"about_ca_system_score_gemma":0.0001793574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005982535,"about_ca_topic_score_gemma":0.0007650077,"domain_scores_codex":[0.9947944,0.0004853152,0.0008447209,0.001347844,0.0008282678,0.001699501],"domain_scores_gemma":[0.9979945,0.0001645299,0.0002276128,0.0009939802,0.00003167184,0.0005877239],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005810301,0.002758127,0.9149941,0.0005685205,0.0002479662,0.00007825397,0.006532902,0.009181429,0.007845805,0.0004267612,0.0340411,0.02274397],"study_design_scores_gemma":[0.00413675,0.0009072276,0.8251819,0.0005724699,0.0004935936,0.00007181554,0.05414046,0.05157637,0.01798674,0.002043495,0.04092393,0.00196523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804092,0.001395316,0.006494306,0.003336731,0.001012297,0.001711495,0.0000888193,0.0001418462,0.005410003],"genre_scores_gemma":[0.9703726,0.0001642029,0.0005055845,0.002909764,0.0001094798,0.0002513749,0.0001481776,0.00005530969,0.02548347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08981221,"threshold_uncertainty_score":0.9994953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02216059962453426,"score_gpt":0.2933240753170915,"score_spread":0.2711634756925573,"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."}}