{"id":"W1987969092","doi":"10.1016/j.landusepol.2012.08.017","title":"REDD+ and the agriculture frontier: Understanding colonists’ utilization of the land","year":2012,"lang":"en","type":"article","venue":"Land Use Policy","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; David and Lucile Packard Foundation","keywords":"Deforestation (computer science); Livelihood; Frontier; Scarcity; Geography; Land use; Agriculture; Natural resource economics; Dependency (UML); Citizen journalism; Environmental planning; Agroforestry; Environmental resource management; Business; Political science; Economics; Ecology; Environmental science; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.0001187786,0.00004571745,0.00005175349,0.00001070162,0.0002369708,0.00002649852,0.00008503642,0.00002581358,0.00003233049],"category_scores_gemma":[0.00002630477,0.00002052229,0.00002275267,0.0001341102,0.0001678488,0.00006935065,0.0001603186,0.00003208988,0.000003965058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005512555,"about_ca_system_score_gemma":0.0000023372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00298566,"about_ca_topic_score_gemma":0.0007836662,"domain_scores_codex":[0.9996348,0.00004983676,0.00005634414,0.00005722827,0.0001034504,0.00009831344],"domain_scores_gemma":[0.9998009,0.00002443573,0.00004795414,0.00009817818,0.000002666043,0.00002586407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001050551,0.00001336636,0.9957647,0.000004239464,0.000008032673,4.468761e-8,0.001576507,0.00002130775,0.00001185429,0.0004908295,0.002018005,0.0000805809],"study_design_scores_gemma":[0.0004091595,0.000003307694,0.9603532,0.000004126381,0.00002174173,9.448765e-7,0.000306833,0.0001390789,0.00002009295,0.0001930325,0.0385149,0.00003357157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914444,0.00009649075,0.0002292287,0.003563359,0.00006357991,0.0001793012,0.000008492863,0.000008145119,0.004407009],"genre_scores_gemma":[0.997844,0.00009420871,0.0000311242,0.0003334111,0.00004368292,0.000001290461,0.000002455929,0.000001681464,0.001648119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0364969,"threshold_uncertainty_score":0.4513444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04432565758436494,"score_gpt":0.2245206651079287,"score_spread":0.1801950075235638,"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."}}