{"id":"W4400797634","doi":"10.1111/geb.13889","title":"Dominance and rarity in tree communities across the globe: Patterns, predictors and threats","year":2024,"lang":"en","type":"article","venue":"Global Ecology and Biogeography","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Université du Québec à Montréal; Lakehead University","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Dominance (genetics); Ecology; Basal area; Species richness; Geography; Rare species; Biology; Habitat","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006530975,0.0002189373,0.000249673,0.001779526,0.000370586,0.0005731529,0.0002469285,0.0001996596,0.001377747],"category_scores_gemma":[0.001491396,0.0001109067,0.000306722,0.002029756,0.0004531725,0.0004797633,0.000792214,0.0003697815,0.0001411861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002375932,"about_ca_system_score_gemma":0.0002116086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013605,"about_ca_topic_score_gemma":0.01911058,"domain_scores_codex":[0.9996645,0.0000725141,0.00003070431,0.00009330034,0.00007031465,0.00006854473],"domain_scores_gemma":[0.9977061,0.0003399194,0.001147052,0.0001446286,0.000340219,0.0003220965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001840646,0.000005825651,0.9968181,0.00001531755,0.00006128076,0.00002413979,0.000141387,0.0001415681,0.0003245006,0.00004410156,0.0001026307,0.002302794],"study_design_scores_gemma":[8.707035e-7,0.000007570342,0.9989391,0.000006441247,0.00001026974,0.00005618131,0.0002711441,0.0004243655,0.00003904138,0.00009682057,0.0001461629,0.000002100521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986745,0.0004134707,0.0001960502,0.0000609714,0.000002889432,0.000002485023,0.0003181153,0.000004876807,0.000326624],"genre_scores_gemma":[0.9994075,0.0001181033,0.0001150542,0.000008045668,0.000006798283,0.000002357958,0.0002656778,0.000002172653,0.00007425166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01013605,"threshold_uncertainty_score":0.02015406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006596642753148543,"score_gpt":0.2423558088641785,"score_spread":0.2357591661110299,"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."}}