{"id":"W2099773846","doi":"10.1139/cjb-2012-0194","title":"Bryophyte communities along horizontal and vertical gradients in a human-modified Atlantic Forest remnant","year":2012,"lang":"en","type":"article","venue":"Botany","topic":"Bryophyte Studies and Records","field":"Agricultural and Biological Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação Grupo Boticário de Proteção à Natureza","keywords":"Bryophyte; Species richness; Epiphyte; Biology; Ecology; Atlantic forest; Stratification (seeds); Botany","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":[],"consensus_categories":[],"category_scores_codex":[0.0001468555,0.0001212548,0.0001846187,0.000009022609,0.0002865815,0.0000292201,0.0001139532,0.00006523932,0.00002221977],"category_scores_gemma":[0.00001074674,0.00004565247,0.00004891922,0.0001141218,0.000120804,0.0001030017,0.0001329806,0.0001333155,0.000007409244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002209468,"about_ca_system_score_gemma":0.000001674647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005626271,"about_ca_topic_score_gemma":0.03126479,"domain_scores_codex":[0.9991565,0.00005352201,0.0001705577,0.0001100697,0.0001103161,0.000398986],"domain_scores_gemma":[0.9997274,0.00008739718,0.00002283669,0.00004888928,0.00001431776,0.00009915741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003046492,0.0001499995,0.9876662,0.000008045416,0.00001356903,0.000007029077,0.0004058053,1.864902e-7,0.0055672,0.001511238,0.0003398162,0.004300392],"study_design_scores_gemma":[0.0002056111,0.0001777675,0.9948719,0.00003585223,0.00000811372,0.00001477425,0.0009905609,0.00004389952,0.00001728366,0.000197697,0.0032965,0.0001400121],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973341,0.0008276068,6.232113e-7,0.0002003735,0.000558714,0.0001234417,0.000004637391,0.00002561445,0.0009248778],"genre_scores_gemma":[0.9990608,0.0001830524,0.0000121337,0.00005999051,0.0006169996,0.00001139413,0.000005220184,0.000001153066,0.00004932263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02563852,"threshold_uncertainty_score":0.9864121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02622723870950681,"score_gpt":0.2344231277696962,"score_spread":0.2081958890601894,"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."}}