{"id":"W3039658593","doi":"10.1016/j.gecco.2020.e01168","title":"Tropical forest fragmentation and isolation: Is community decay a random process?","year":2020,"lang":"en","type":"article","venue":"Global Ecology and Conservation","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Instituto Nacional de Pesquisas da Amazônia; Smithsonian Institution","keywords":"Nestedness; Fragmentation (computing); Habitat fragmentation; Habitat; Ecology; Habitat destruction; Biology; Rainforest; Community structure; Taxonomic rank; Species diversity; Tropical rainforest; Biodiversity","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":[0.00008879478,0.00007241388,0.000107203,0.000005696565,0.0004195926,0.00001248843,0.00004456626,0.0000894441,0.0001478935],"category_scores_gemma":[0.00007500104,0.00007086286,0.00001198756,0.0001010005,0.0002538271,0.0001706414,0.00006531713,0.0001036006,0.00003423501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002942849,"about_ca_system_score_gemma":0.000009632251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000718335,"about_ca_topic_score_gemma":0.003491354,"domain_scores_codex":[0.9994593,0.00012007,0.0001374223,0.000136976,0.00004982143,0.00009643328],"domain_scores_gemma":[0.9997129,0.0001144334,0.00006500683,0.00004181684,0.00001533994,0.00005044547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001094147,0.00002261181,0.9959698,0.00001144874,0.00001374651,7.378501e-7,0.001068101,0.0001260703,0.00001797172,0.001749678,0.0005203839,0.0003900726],"study_design_scores_gemma":[0.001052933,0.0001321333,0.9672979,0.000001739001,0.00002223922,0.000005969475,0.0004063034,0.02207732,0.000006537161,0.008717175,0.0002139878,0.00006574723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784109,0.00003230954,0.002204286,0.01767823,0.00003503102,0.0001700307,0.000006261074,0.00002351949,0.00143945],"genre_scores_gemma":[0.9888204,0.00003592112,0.0003079323,0.01076702,0.00001049187,0.00002492316,0.0000150492,0.000001790541,0.00001643208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02867185,"threshold_uncertainty_score":0.3227209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01325455128010432,"score_gpt":0.2472841979342443,"score_spread":0.23402964665414,"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."}}