{"id":"W1557459515","doi":"","title":"Territorial Transformation in El Pangui, Ecuador","year":2010,"lang":"en","type":"dissertation","venue":"Research Explorer (The University of Manchester)","topic":"Mining and Resource Management","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frontier; Indigenous; Foothills; Geography; Scholarship; Political science; Scale (ratio); Field research; Economy; Diversity (politics); Economic geography; Sociology; Social science; Archaeology; Cartography; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004062113,0.0001765688,0.0001678034,0.000561009,0.001775677,0.001659951,0.0004453668,0.0003273555,0.006060793],"category_scores_gemma":[0.0008495135,0.0000922409,0.00009705708,0.001318998,0.001398002,0.001124977,0.001858694,0.0004002626,0.0001881116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002846975,"about_ca_system_score_gemma":0.0009244494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04417956,"about_ca_topic_score_gemma":0.06672635,"domain_scores_codex":[0.9997922,0.00006045688,0.000008415587,0.000028406,0.00001656323,0.00009393573],"domain_scores_gemma":[0.9999045,0.00002238419,0.00002620654,0.000008233836,0.00002049702,0.00001817023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0005505771,0.0003761354,0.1000481,0.001247416,0.00009569053,0.01134368,0.3876009,0.002090041,0.005489609,0.1269796,0.01169627,0.3524821],"study_design_scores_gemma":[0.00005011827,0.0001908699,0.3296056,0.0004922152,0.00006254116,0.001118381,0.3890699,0.0007464216,0.001018045,0.005436053,0.2721813,0.00002860652],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926607,0.003314178,0.0001844826,0.001277307,0.00003331187,0.00003914713,0.00008207418,0.00001189965,0.06845061],"genre_scores_gemma":[0.9918148,0.001315033,0.0001807532,0.00007745319,0.000007769966,0.00002621604,0.00007379607,0.000004984478,0.006499144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04417956,"threshold_uncertainty_score":0.08784479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03001299350097415,"score_gpt":0.2656291862657977,"score_spread":0.2356161927648235,"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."}}