{"id":"W3217783413","doi":"10.3389/fmars.2021.780268","title":"Beta Diversity of Antarctic and Sub-Antarctic Benthic Communities Reveals a Major Role of Stochastic Assembly Processes","year":2021,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Fondo Nacional de Desarrollo Científico y Tecnológico; Agencia Nacional de Investigación y Desarrollo","keywords":"Beta diversity; Oceanography; Benthic zone; Ecology; Bay; Environmental science; Community structure; Niche; Geography; Biology; Biodiversity; Geology","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":[0.001054201,0.0003069993,0.0002562934,0.00104603,0.0002488797,0.0006512884,0.0002477074,0.0002287956,0.0005763365],"category_scores_gemma":[0.002345144,0.000208807,0.0003833605,0.0006464088,0.0006562994,0.000331896,0.0007374574,0.0002786913,0.0001118176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000321702,"about_ca_system_score_gemma":0.0001930178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003734237,"about_ca_topic_score_gemma":0.004800982,"domain_scores_codex":[0.999416,0.0002112664,0.00004359076,0.0001512229,0.0001153949,0.00006254065],"domain_scores_gemma":[0.9978586,0.000699826,0.000807118,0.00029104,0.0001752103,0.0001682561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003268176,0.00001621501,0.9700622,0.00004452968,0.0003486252,0.0001016884,0.0007134357,0.002653846,0.0164404,0.0002868593,0.00006188204,0.00894363],"study_design_scores_gemma":[0.000001534673,0.00004444776,0.9959497,0.000002947829,0.00002012407,0.00007379806,0.0001254855,0.003143786,0.0003669713,0.0001729822,0.00009155712,0.000006618406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999249,0.00005302731,0.0003873344,0.00000529175,6.709304e-7,0.000001522767,0.00005974258,0.000003966454,0.0002393498],"genre_scores_gemma":[0.9996007,0.00002495488,0.0001639819,0.000004080102,0.000001313094,0.000003214737,0.0001446688,0.000002435495,0.00005473181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003734237,"threshold_uncertainty_score":0.00742501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01454082966789101,"score_gpt":0.2295018900974084,"score_spread":0.2149610604295173,"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."}}