{"id":"W2257504015","doi":"10.5751/es-01371-100128","title":"Tropical Forest Restoration within Galapagos National Park: Application of a State-transition Model","year":2005,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Park Service; University of Alberta","keywords":"National park; Geography; Tropical forest; Environmental resource management; State (computer science); Environmental science; Agroforestry; Forestry; Environmental protection; Ecology; Computer science; Biology; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0001502912,0.00004442513,0.00005415899,0.000008764299,0.0001593655,0.000004851878,0.00004208653,0.00006099495,0.00004416956],"category_scores_gemma":[0.000005576436,0.00004307909,0.00003021387,0.00005220314,0.0001612986,0.00008958762,0.00003482145,0.00004879714,0.00001518071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009543836,"about_ca_system_score_gemma":0.00001044703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003675919,"about_ca_topic_score_gemma":0.0007203961,"domain_scores_codex":[0.9995541,0.00002171445,0.0001093235,0.0001259638,0.0001201192,0.00006878404],"domain_scores_gemma":[0.9998434,0.00001725603,0.00005536832,0.00004628856,0.00001431997,0.00002335591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001833233,0.0000912311,0.817291,0.000008743183,0.00001333565,6.028234e-8,0.004581668,0.1745863,0.0005601156,0.0004424207,0.001955463,0.000451387],"study_design_scores_gemma":[0.0001773083,0.00001771602,0.6564373,5.453598e-7,0.000006652856,2.334036e-7,0.0001510254,0.3417164,0.00003208078,0.0008355831,0.0005928308,0.00003227592],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844971,0.000004745343,0.01338247,0.001365619,0.00001325092,0.0001345431,0.000005791178,0.00001215683,0.0005843151],"genre_scores_gemma":[0.9963404,0.00001692703,0.002849345,0.0005441027,0.00001803301,0.00001121791,0.00002022064,0.000001674553,0.0001980651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1671301,"threshold_uncertainty_score":0.1756714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009189236546772362,"score_gpt":0.2057976359459818,"score_spread":0.1966083993992094,"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."}}