{"id":"W2800590064","doi":"10.1007/s00267-018-1048-z","title":"An Assessment of Institutional Capacity for Integrated Landscape Management in Eastern Cameroon","year":2018,"lang":"en","type":"article","venue":"Environmental Management","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Prince Edward Island","funders":"Social Sciences and Humanities Research Council of Canada; University of Prince Edward Island","keywords":"Nature Conservation; Forest management; Geography; Environmental resource management; Environmental planning; Agroforestry; Forestry; Ecology; Economics; Environmental science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003925334,0.0002337104,0.0001940756,0.0001704964,0.0002167915,0.00002939536,0.0004341742,0.00005445313,0.001780496],"category_scores_gemma":[0.000001399478,0.000227451,0.00007910506,0.0002305893,0.0004501471,0.0002159238,0.0005025821,0.00007939654,0.0001527224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004924568,"about_ca_system_score_gemma":0.000003336397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002174202,"about_ca_topic_score_gemma":0.0002309206,"domain_scores_codex":[0.99816,0.00006588375,0.0003640649,0.0005594845,0.0005076892,0.0003428659],"domain_scores_gemma":[0.9993315,0.00001194769,0.0001335188,0.0004226985,0.000003819034,0.00009652162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009540242,0.001170083,0.9217318,0.00007940693,0.0001330701,0.00001710792,0.0004339583,0.002647374,0.0005993786,0.0006308136,0.0004730028,0.07198861],"study_design_scores_gemma":[0.001438486,0.0002698293,0.9341777,0.00002702306,0.00006840269,9.28599e-7,0.001271753,0.01213897,0.0001505485,0.0001582168,0.05004238,0.0002557845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562194,0.000009693626,0.01124818,0.0001039064,0.0001758534,0.00121775,0.00005054624,0.00003195031,0.03094271],"genre_scores_gemma":[0.9766116,0.00004317172,0.02143208,0.0002561357,0.00003511319,0.0001061313,0.0001286189,0.00001387154,0.001373349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07173283,"threshold_uncertainty_score":0.999132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491190690269862,"score_gpt":0.2425065874732587,"score_spread":0.2275946805705601,"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."}}