{"id":"W2594333633","doi":"10.1186/s13021-017-0074-0","title":"Scenarios in tropical forest degradation: carbon stock trajectories for REDD+","year":2017,"lang":"en","type":"review","venue":"Carbon Balance and Management","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"United States Agency for International Development; University of Colorado Boulder; U.S. Department of State","keywords":"Logging; Disturbance (geology); Environmental science; Rainforest; Forest degradation; Tropical rainforest; Carbon stock; Context (archaeology); Biomass (ecology); Agroforestry; Ecosystem; Forestry; Ecology; Climate change; Land degradation; Geography; Land use; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002484302,0.0003750121,0.0009912521,0.00008555814,0.00008808877,0.00008275689,0.0004088257,0.0001834057,0.000009129667],"category_scores_gemma":[0.00003461361,0.0003213241,0.0001364536,0.0001203287,0.000101295,0.00008681678,0.0002360009,0.0001661861,0.000007918828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003824194,"about_ca_system_score_gemma":0.00001494164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004506233,"about_ca_topic_score_gemma":0.001484827,"domain_scores_codex":[0.9981986,0.00007721107,0.0004248254,0.0006619166,0.0002433454,0.0003941546],"domain_scores_gemma":[0.9989373,0.00007076116,0.0002799379,0.0006253449,0.000004449662,0.00008219478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001665202,0.0000582926,0.01513133,0.0131062,0.00008203706,0.00005743806,0.00006934572,0.000008642794,2.999756e-7,0.000273685,0.0008017822,0.9703943],"study_design_scores_gemma":[0.0004615864,0.0000928919,0.006141274,0.003521631,0.0002045669,0.000006434445,0.00001047017,0.001831131,2.389299e-7,0.00004076694,0.9873006,0.0003884006],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002918955,0.9802169,0.00003265993,0.00006327996,0.000896723,0.005050873,0.00001441456,0.00005765765,0.01074861],"genre_scores_gemma":[0.005635163,0.9900856,0.0001825487,0.00002083719,0.0001585483,0.001615695,0.00004095415,0.00004755857,0.002213075],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9864988,"threshold_uncertainty_score":0.9999239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03387413272033012,"score_gpt":0.2904034185940845,"score_spread":0.2565292858737543,"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."}}