{"id":"W1529641404","doi":"10.1111/cobi.12148","title":"Methods for Indigenous Land‐Use and Occupancy Mapping","year":2013,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Sovereignty; Possession (linguistics); Traditional knowledge; Occupancy; Sustainability; Geography; Ethnology; Political science; Environmental ethics; Government (linguistics); History; Law; Ecology; Politics","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006740089,0.00009816721,0.0002506629,0.00007439447,0.00206253,0.000007550782,0.0000648999,0.0002617206,0.0002061085],"category_scores_gemma":[0.0007270488,0.00008058474,0.00002620937,0.00007713631,0.00007085549,0.00008141767,0.0001009472,0.000153831,0.00010708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006098615,"about_ca_system_score_gemma":0.0001452694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00602059,"about_ca_topic_score_gemma":0.00216604,"domain_scores_codex":[0.9984423,0.0003909086,0.0003314939,0.0002019361,0.00001376151,0.000619618],"domain_scores_gemma":[0.9973279,0.001943183,0.0001618809,0.0001314878,0.0003860187,0.00004953135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001517722,0.00001157455,0.9722419,0.00006980588,0.00003759366,1.357292e-7,0.01161181,7.025063e-8,0.001338578,0.002283258,0.003521475,0.008868665],"study_design_scores_gemma":[0.0006664348,0.0001479519,0.7272243,0.00001184921,0.0000113019,0.00000198884,0.003711709,0.0001772827,0.00001215737,0.006319728,0.2615866,0.0001286208],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9597946,0.0004190766,0.03255945,0.003818029,0.000774722,0.002098733,0.00002073856,0.00006805058,0.0004466046],"genre_scores_gemma":[0.6928477,0.0009801361,0.2373715,0.0563048,0.0008823646,0.006632895,0.0004194681,0.00006990597,0.004491171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2669469,"threshold_uncertainty_score":0.9992366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1585148298929657,"score_gpt":0.4634106166939285,"score_spread":0.3048957868009627,"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."}}