{"id":"W4402589809","doi":"10.60001/ricla.v33.n2.13","title":"3Ecologies","year":2024,"lang":"pt","type":"article","venue":"Revista Interfaces","topic":"Indigenous Studies in Latin America","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008852747,0.0003135666,0.0004581377,0.0001188176,0.000992136,0.001104632,0.0007395188,0.0001739544,0.004637905],"category_scores_gemma":[0.0005179635,0.0002726166,0.0001982941,0.0007757579,0.001178813,0.0002613192,0.0003798918,0.0004294964,0.005141584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005380794,"about_ca_system_score_gemma":0.0003554341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005789931,"about_ca_topic_score_gemma":0.0004002451,"domain_scores_codex":[0.9973556,0.0003364311,0.0004757092,0.000587274,0.0004397628,0.0008052469],"domain_scores_gemma":[0.9986005,0.0007446646,0.0001210392,0.0003362595,0.000104646,0.0000928564],"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":[0.00002319698,0.0001233842,0.0008146287,0.001666839,0.0008443959,0.0001740809,0.3536935,0.00003128162,0.0001512876,0.0943092,0.4360604,0.1121078],"study_design_scores_gemma":[0.00003319171,0.0002228366,0.00008061795,0.000804452,0.0001014777,0.000004180268,0.04873822,0.0001945196,0.00009960825,0.0002176652,0.9491521,0.0003511175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06717405,0.2118194,0.0005984398,0.01135022,0.01232118,0.001133606,0.000106659,0.001255698,0.6942407],"genre_scores_gemma":[0.8986472,0.009521853,0.0001379352,0.000131582,0.0007198206,0.00002705866,0.000002216326,0.00003979009,0.09077257],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8314731,"threshold_uncertainty_score":0.9999726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04125280046874209,"score_gpt":0.3742951640050155,"score_spread":0.3330423635362734,"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."}}