{"id":"W2587865807","doi":"","title":"Community-based conservation and protected areas in Namibia : social-ecological linkages for biodiversity","year":2008,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Novo Nordisk Fonden; Ministry of Environment; Social Sciences and Humanities Research Council of Canada; International Development Research Centre; World Wildlife Fund","keywords":"Biodiversity conservation; Biodiversity; Geography; Community-based conservation; Environmental resource management; Ecology; Conservation biology; Environmental planning; Environmental science; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002580796,0.0001739159,0.0003542217,0.0002671988,0.001786768,0.00004482373,0.0001986005,0.0002507165,0.00003374857],"category_scores_gemma":[0.00004985371,0.0002196283,0.0001104531,0.0000748479,0.0003527235,0.0001412995,0.00004509711,0.0004690629,0.00000675907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001114032,"about_ca_system_score_gemma":0.0001057351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01422452,"about_ca_topic_score_gemma":0.9192089,"domain_scores_codex":[0.9990955,0.000280922,0.0001165416,0.0001926793,0.0001488846,0.0001655005],"domain_scores_gemma":[0.9990925,0.0001432833,0.0002633057,0.0001088863,0.0003541663,0.00003781237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003961154,0.005371484,0.5815029,0.009431444,0.001047828,0.000236541,0.1667258,0.00003183459,0.00242076,0.02782404,0.1982571,0.003189266],"study_design_scores_gemma":[0.001369198,0.0002610422,0.8917888,0.00009957871,0.00009152801,2.982221e-7,0.07238728,0.0001678571,0.00005966429,0.0004879064,0.03299223,0.0002946568],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958372,0.00002096759,0.000009827403,0.001220632,0.0001313432,0.0006898738,0.0002840613,0.00003971991,0.001766433],"genre_scores_gemma":[0.9964652,0.00005620183,0.00008131175,0.00009648019,0.00004345275,0.000003016164,0.001411637,0.00001012405,0.001832563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9049844,"threshold_uncertainty_score":0.9995128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0515185164775191,"score_gpt":0.228713830054859,"score_spread":0.1771953135773399,"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."}}