{"id":"W3135604864","doi":"10.5751/es-12149-260124","title":"Accounting for Yolŋu ranger work in the Dhimurru Indigenous Protected Area, Australia","year":2021,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Charles Darwin University","keywords":"Indigenous; Work (physics); Geography; Ecology; Environmental resource management; Fishery; Biology; Engineering; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001478124,0.0002658098,0.0002465157,0.002070228,0.0008232814,0.001025989,0.0008277809,0.0003080733,0.002731204],"category_scores_gemma":[0.006973196,0.0002639959,0.0004334303,0.002961149,0.0003053018,0.0008523433,0.001704471,0.0007392749,0.0008141308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002825883,"about_ca_system_score_gemma":0.003914141,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5537038,"about_ca_topic_score_gemma":0.7063239,"domain_scores_codex":[0.9984491,0.0003474529,0.000149007,0.0001831173,0.0004714639,0.0003999002],"domain_scores_gemma":[0.9944631,0.000618804,0.002367546,0.000261064,0.00132271,0.0009668093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000221345,0.00002734197,0.9617714,0.00009005739,0.0000614493,0.0001317903,0.001195467,0.0005724584,0.00008316787,0.0004803008,0.009214294,0.02635016],"study_design_scores_gemma":[0.000001289686,0.00002056095,0.9914084,0.00007038106,0.00002282168,0.00005717413,0.001160783,0.001208085,0.000052898,0.00007030592,0.005921697,0.000005592502],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586283,0.003428394,0.001027122,0.00384283,0.0001516351,0.000136436,0.01454294,0.00007407951,0.01816828],"genre_scores_gemma":[0.9870057,0.001318021,0.0007211163,0.0001735938,0.00005759392,0.00006745766,0.00488278,0.00001528843,0.005758366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5537038,"threshold_uncertainty_score":0.8978491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02828149526421813,"score_gpt":0.2536671213441654,"score_spread":0.2253856260799472,"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."}}