{"id":"W3028033948","doi":"","title":"The Problem of Scale in Indigenous Knowledge: a Perspective from Northern Territory","year":2009,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Indigenous Knowledge Systems and Agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Scale (ratio); Indigenous; Geography; Traditional knowledge; Environmental resource management; Regional science; Ecology; Environmental science; Cartography; Computer science; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002208814,0.0000920804,0.000165109,0.000002639394,0.0004906378,0.00001597471,0.0001359571,0.0001847298,0.00001212323],"category_scores_gemma":[0.000003967848,0.00002834036,0.00009000947,0.000116625,0.0001067029,0.00003470291,0.00002546212,0.0001670283,0.000005827795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006170094,"about_ca_system_score_gemma":0.00002518275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001279838,"about_ca_topic_score_gemma":0.1131238,"domain_scores_codex":[0.9992945,0.00008517414,0.0001613028,0.0001829235,0.00004879971,0.0002273414],"domain_scores_gemma":[0.9996499,0.0001322138,0.00007079924,0.0000301479,0.00008281014,0.00003408857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004772954,0.001020199,0.5706919,0.00001465365,0.0001106467,0.000004734658,0.2583023,0.000002897588,0.04776844,0.001171261,0.002678021,0.1181872],"study_design_scores_gemma":[0.0001221257,0.0002333413,0.974448,0.00001103121,0.000005766556,0.000002535833,0.01686867,0.000003619918,0.0001693992,0.00232909,0.005722266,0.00008412677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938604,0.002279494,1.338389e-7,0.0006615443,0.00006256927,0.0002487684,0.00001601317,0.00001463477,0.002856399],"genre_scores_gemma":[0.9989779,0.0001437764,0.00003389728,0.00006104806,0.0002417051,0.00001155968,0.000008140823,3.974445e-7,0.0005215903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4037561,"threshold_uncertainty_score":0.9030593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004006216061005702,"score_gpt":0.1969928800453786,"score_spread":0.1929866639843729,"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."}}