{"id":"W7149212225","doi":"","title":"Ecosystem accounting through first nations’ lenses: Integrating the SEEA-EA and Indigenous knowledge systems","year":2025,"lang":"","type":"article","venue":"ResearchOnline - JCU (James Cook University)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"General partnership; Relevance (law); Traditional knowledge; Indigenous; Stock (firearms); Ecosystem services; Information system; Tracking (education)","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","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003228737,0.0006382517,0.001103875,0.001541477,0.04637518,0.00034337,0.001350786,0.0008325591,0.0001988841],"category_scores_gemma":[0.002321,0.000543381,0.0002396975,0.003624867,0.0008082794,0.0005627663,0.003243956,0.002968308,0.0002748938],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003326443,"about_ca_system_score_gemma":0.00659982,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01741669,"about_ca_topic_score_gemma":0.3809424,"domain_scores_codex":[0.9915261,0.002732768,0.001184594,0.001079358,0.0005291812,0.002948032],"domain_scores_gemma":[0.9863932,0.009477826,0.0006512851,0.0009447592,0.002286633,0.0002463266],"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":[0.001049574,0.00141547,0.04396005,0.02077552,0.003087188,0.0004836784,0.7755066,0.0005088228,0.00003587053,0.1230195,0.02282513,0.007332682],"study_design_scores_gemma":[0.001207848,0.0002883985,0.0004057186,0.002326862,0.0001571231,0.00001159957,0.4071557,0.003328006,0.000002831121,0.00003144252,0.5847723,0.0003121663],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.582286,0.04007978,0.001758419,0.01365224,0.006787718,0.0147785,0.001086864,0.0004424537,0.339128],"genre_scores_gemma":[0.8501015,0.02602243,0.0001823243,0.0002736957,0.0009598305,0.00005416694,0.00006724984,0.0000794888,0.1222593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5619472,"threshold_uncertainty_score":0.9997018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04573749239752724,"score_gpt":0.3507892776551186,"score_spread":0.3050517852575914,"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."}}