{"id":"W1992099232","doi":"10.1016/j.biocon.2010.01.023","title":"Patterns of species change in anthropogenically disturbed forests of Madagascar","year":2010,"lang":"en","type":"article","venue":"Biological Conservation","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":234,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Generalist and specialist species; Ecology; Disturbance (geology); Biodiversity; Endemism; Habitat; Grassland; Geography; Phylogenetic diversity; Vegetation (pathology); Taxonomic rank; Biology; Species diversity; Phylogenetic tree; Taxon","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":[0.0001317227,0.00006731098,0.0001259119,0.00002297872,0.00001895136,0.000001640849,0.00009257288,0.0002215083,0.00009489492],"category_scores_gemma":[0.00008523198,0.00005064163,0.0000539526,0.00004427581,0.0001206316,0.000003013019,0.00004543345,0.00007523732,9.20244e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001902016,"about_ca_system_score_gemma":0.0000138273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008799332,"about_ca_topic_score_gemma":0.00260707,"domain_scores_codex":[0.9994909,0.0000360972,0.000202975,0.0001318255,0.00003724034,0.000101008],"domain_scores_gemma":[0.9997041,0.0000184291,0.00008978318,0.0001165795,0.00005341329,0.00001770276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004837758,0.00006263118,0.5147359,0.000004251896,0.00000228021,6.584362e-7,0.000009644094,6.166971e-8,0.4845318,0.0002699264,0.000009663873,0.0003247708],"study_design_scores_gemma":[0.0001983353,0.0002554813,0.7854946,0.000004013789,0.000003193653,0.000001581527,0.00001214479,0.000005929756,0.2135286,0.00004162128,0.0004040707,0.00005039649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994035,0.00003352018,0.00004974229,0.0001697636,0.000117297,0.0001393336,0.00003834406,0.000003675459,0.00004485264],"genre_scores_gemma":[0.9993396,0.00004982188,0.0001423549,0.0001339633,0.00007375346,0.00001881046,0.0002009918,0.000002889232,0.00003781058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2710032,"threshold_uncertainty_score":0.2065106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04470731051498177,"score_gpt":0.2918771657305974,"score_spread":0.2471698552156156,"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."}}