{"id":"W4401026045","doi":"10.37782/thaumazein.v17i33.4964","title":"VULNERABILIDADE E EMANICIPAÇÃO SOCIOCULTURAL DE POVOS INDÍGENAS: PERCURSO DE UMA PESQUISA-AÇÃO COLABORATIVA","year":2024,"lang":"pt","type":"article","venue":"Thaumazein - Revista Online de Filosofia","topic":"Indigenous Health and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Sociocultural evolution; Sociology; Anthropology","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":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005071115,0.001280501,0.001555732,0.000544463,0.003483692,0.0006129361,0.00115032,0.001954064,0.00586229],"category_scores_gemma":[0.001595172,0.001198573,0.0005953468,0.001612434,0.0003046226,0.0006253366,0.0002822616,0.005843642,0.002642258],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.007653169,"about_ca_system_score_gemma":0.02265449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004177141,"about_ca_topic_score_gemma":0.001970126,"domain_scores_codex":[0.9858167,0.00449493,0.00259348,0.001583981,0.0009082241,0.004602688],"domain_scores_gemma":[0.9935783,0.001574771,0.0007356479,0.001487317,0.0006996159,0.001924352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007205067,0.002463085,0.02244571,0.02893152,0.0006576051,0.0005363661,0.7112558,0.00008073127,0.003131414,0.01938674,0.2020143,0.008376285],"study_design_scores_gemma":[0.004376101,0.003301806,0.04654348,0.02239918,0.002528781,0.0008533277,0.24374,0.03382064,0.0005543359,0.005989929,0.6304203,0.005472064],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9342117,0.02166977,0.000648526,0.031266,0.003181347,0.003912345,0.003309911,0.0008019784,0.0009984276],"genre_scores_gemma":[0.9465629,0.00212365,0.003098046,0.00786531,0.009310345,0.0005109683,0.003372217,0.0004361622,0.02672038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4675158,"threshold_uncertainty_score":0.9999947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07231575211100665,"score_gpt":0.4486678491499549,"score_spread":0.3763520970389483,"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."}}