{"id":"W4285177761","doi":"10.21438/rbgas(2022)092131","title":"As fronteiras entre homem-gado-floresta","year":2022,"lang":"pt","type":"article","venue":"Revista Brasileira de Gestão Ambiental e Sustentabilidade","topic":"Indigenous Health and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Geography; Sociology; Humanities; Art","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003795484,0.001250305,0.001563662,0.0008155573,0.009320807,0.0003264601,0.001715207,0.0007817065,0.03091666],"category_scores_gemma":[0.0007162926,0.00144713,0.000701317,0.001816654,0.0003579247,0.0006380554,0.001406424,0.005166216,0.004805752],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0118057,"about_ca_system_score_gemma":0.01032722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0072172,"about_ca_topic_score_gemma":0.000872788,"domain_scores_codex":[0.9831542,0.005268645,0.002852186,0.002053485,0.001976055,0.004695463],"domain_scores_gemma":[0.9927173,0.001067861,0.001540748,0.002141844,0.0003099808,0.002222297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001238643,0.003091139,0.8372773,0.004492997,0.0001894872,0.000338159,0.09445097,0.0001756135,0.000513914,0.005254866,0.05137522,0.00160169],"study_design_scores_gemma":[0.004412579,0.002884108,0.4351116,0.0009666979,0.0005449593,0.0007519977,0.3953285,0.000416193,0.00007129017,0.0001445656,0.1571783,0.002189173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9693168,0.006297432,0.00004114832,0.002776322,0.007899122,0.006659491,0.001191047,0.0004188547,0.005399755],"genre_scores_gemma":[0.9603949,0.0003739181,0.00009487034,0.007082209,0.001823216,0.001137188,0.001489604,0.000369402,0.02723468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4021657,"threshold_uncertainty_score":0.9993938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02907359012492607,"score_gpt":0.3505263479862344,"score_spread":0.3214527578613084,"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."}}