{"id":"W1547523126","doi":"10.1155/2013/657846","title":"Diversity of Perceptions on REDD+ Implementation at the Agriculture Frontier in Panama","year":2013,"lang":"en","type":"article","venue":"International Journal of Forestry Research","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; McGill University","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies; Natural Sciences and Engineering Research Council of Canada; Centres de Recerca de Catalunya","keywords":"Government (linguistics); Frontier; Deforestation (computer science); Diversity (politics); Political science; Perception; Agriculture; Order (exchange); Business; Environmental resource management; Environmental planning; Geography; Economics; Psychology","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":[0.0005987891,0.00005089504,0.00006460569,0.0001291419,0.0003032777,0.0000290714,0.000739528,0.00003251261,0.005202952],"category_scores_gemma":[0.00005923445,0.0000318513,0.00006676054,0.0001728482,0.0001836739,0.0001783021,0.001449235,0.0002087903,0.000129293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004370109,"about_ca_system_score_gemma":0.00001197117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003221952,"about_ca_topic_score_gemma":0.001394807,"domain_scores_codex":[0.998283,0.0001156181,0.0002089505,0.00009251503,0.00116954,0.0001303718],"domain_scores_gemma":[0.9994639,0.00007531646,0.0001251515,0.000117837,0.0001724596,0.00004538086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004430079,0.00007692799,0.9557261,0.000001648519,0.00003005457,0.000008046727,0.001498844,0.0006221407,0.001068278,0.00001648298,0.03817711,0.002730049],"study_design_scores_gemma":[0.0003710567,0.00007853071,0.9899543,0.00001401197,0.000004627071,0.000005575063,0.004502657,0.00006227674,0.0002295916,0.0006070486,0.004137118,0.00003319904],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904893,0.00001099654,0.00001669014,0.006768537,0.0001146121,0.0001577649,0.000008958378,0.00000144511,0.002431695],"genre_scores_gemma":[0.9980268,0.00005650051,0.00006615289,0.00009222486,0.00006038035,0.000002740833,0.000006464015,0.00000180816,0.001686919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03422819,"threshold_uncertainty_score":0.9957064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03820451250239471,"score_gpt":0.326114747467538,"score_spread":0.2879102349651433,"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."}}