{"id":"W7112220709","doi":"","title":"Technological Capacity Building with Drones in Support of Indigenous Natural Resource Governance, Land Rights, and Title","year":2025,"lang":"en","type":"dissertation","venue":"DigiNole (Florida State University)","topic":"Mining and Resource Management","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Government (linguistics); Politics; Corporate governance; Negotiation; Natural resource; Capacity building; Stewardship (theology); Treaty","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":[],"consensus_categories":[],"category_scores_codex":[0.00002475743,0.0001154464,0.0001630734,0.0002485703,0.00002998809,0.000009956741,0.0001100164,0.00008574031,0.000009751438],"category_scores_gemma":[0.000002018874,0.0001040361,0.00001925502,0.000233352,0.00003830204,0.00002789432,0.00002203207,0.0002038561,0.000002113282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006332499,"about_ca_system_score_gemma":0.00001393275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008431201,"about_ca_topic_score_gemma":0.0001882213,"domain_scores_codex":[0.9995692,0.000006145272,0.00007343752,0.0001354724,0.00008648124,0.0001291974],"domain_scores_gemma":[0.9998248,0.00001308374,0.00003905384,0.0000918857,0.00001303224,0.00001817184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003599495,0.001019981,0.08716279,0.02675332,0.006048232,0.009888137,0.05359557,0.09262221,0.002823893,0.2201056,0.07211142,0.4242693],"study_design_scores_gemma":[0.0005188505,0.00004787953,0.00387983,0.0003127871,0.00005703016,0.000002519447,0.000464948,0.0002892547,0.001846542,0.00007383158,0.9921691,0.0003373924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8586951,0.0001428379,0.0000513833,0.000003078016,0.00008547241,0.00008883222,0.00003171022,0.00008335511,0.1408182],"genre_scores_gemma":[0.9431318,0.000169849,0.0001334461,0.000002894199,0.0000110519,7.51705e-7,0.0000910906,0.00001319095,0.05644595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9200577,"threshold_uncertainty_score":0.4242468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00383436649869721,"score_gpt":0.1579744269611242,"score_spread":0.154140060462427,"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."}}