{"id":"W2018775162","doi":"10.1016/j.landusepol.2003.06.001","title":"Land use and forest fallowing dynamics in seasonally dry tropical forests of the southern Yucatán Peninsula, Mexico","year":2004,"lang":"en","type":"article","venue":"Land Use Policy","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Geography; Yucatan peninsula; Peninsula; Tropical forest; Land use; Peasant; Tropics; Deforestation (computer science); Government (linguistics); Tropical and subtropical dry broadleaf forests; Forestry; Ecology; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00005537104,0.0000895436,0.00009659495,0.00004018195,0.0001019942,0.00004972127,0.0001590638,0.00004745555,0.00001264752],"category_scores_gemma":[0.00005855204,0.00006109983,0.00004447374,0.0001664718,0.0001250125,0.0001101605,0.0002913371,0.0000736148,0.00001124725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001535419,"about_ca_system_score_gemma":0.00001801714,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03520222,"about_ca_topic_score_gemma":0.2486062,"domain_scores_codex":[0.9993595,0.00002987022,0.000113603,0.0001524528,0.0001706828,0.0001738866],"domain_scores_gemma":[0.9996959,0.00003291678,0.00004404293,0.0001655001,0.000004910193,0.00005674256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001519002,0.00005162655,0.9967719,0.000007733158,0.000007979302,0.000003986435,0.000903875,0.001927878,0.000008118875,0.0001693291,0.000006953982,0.0001253747],"study_design_scores_gemma":[0.0007626663,0.00001469065,0.9954246,0.00001946176,0.00001264321,0.000001320767,0.0001258328,0.002718319,0.000003890697,0.0003871054,0.0004510863,0.00007842112],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998169,0.000009696962,0.00011295,0.001328481,0.00002121293,0.0001509699,0.00003354308,0.000009704018,0.0001644143],"genre_scores_gemma":[0.9989392,0.00001371239,0.0001997645,0.0003160095,0.00002113912,0.000001994097,0.000006198823,0.000005863659,0.0004961673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.213404,"threshold_uncertainty_score":0.9712225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01350973773581523,"score_gpt":0.2084944491587478,"score_spread":0.1949847114229326,"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."}}