{"id":"W2548872940","doi":"10.5751/es-00363-0601r13","title":"Sustainability Science for Tropical Forests","year":2002,"lang":"en","type":"article","venue":"Conservation Ecology","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Agroforestry; Tropical forest; Geography; Rainforest; Sustainability science; Environmental resource management; Tropical and subtropical dry broadleaf forests; Tropical rainforest; Tropical and subtropical moist broadleaf forests; Ecology; Forestry; Subtropics; Environmental science; Social sustainability; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002606897,0.00007679611,0.00008973424,0.00005844867,0.0005150251,0.0000292508,0.0002659934,0.00005277136,0.002033838],"category_scores_gemma":[0.0005199448,0.00007461356,0.0000395884,0.000328379,0.0008452637,0.0001743769,0.0002107005,0.00004454013,0.000171389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004074763,"about_ca_system_score_gemma":0.00002397425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009088037,"about_ca_topic_score_gemma":0.00107875,"domain_scores_codex":[0.999053,0.00003268704,0.0001559411,0.0003127114,0.000157507,0.0002881741],"domain_scores_gemma":[0.9994593,0.0001211027,0.00006338282,0.0002100284,0.0000725705,0.00007364791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009936773,0.00007107347,0.9868647,0.000009112352,0.000002267691,0.000001052464,0.0001818513,0.0001032275,0.00005141457,0.0005008685,0.009990953,0.00221356],"study_design_scores_gemma":[0.000344015,0.00007644428,0.8677551,4.284236e-7,0.000008502401,0.000001185365,0.0001137996,0.01412596,0.00003208808,0.001857154,0.115607,0.0000783312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736738,0.000004758881,0.001995219,0.0210542,0.000161932,0.0005784565,0.000002736664,0.0000444114,0.002484517],"genre_scores_gemma":[0.9941705,0.000002176052,0.0006507724,0.002262307,0.00002329065,0.00005309662,0.000003456742,0.000003354228,0.002831043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1191096,"threshold_uncertainty_score":0.9988784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01919352383468818,"score_gpt":0.2283460395306554,"score_spread":0.2091525156959673,"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."}}