{"id":"W2896955451","doi":"10.1007/s00300-018-2417-z","title":"Dense ampeliscid bed on the Canadian Beaufort Shelf: an explanation for species patterns","year":2018,"lang":"en","type":"article","venue":"Polar Biology","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Canadian Museum of Nature","funders":"Dalhousie University; Aurora Research Institute; Fisheries and Oceans Canada; Canadian Museum of Nature; Fisheries Joint Management Committee; Université du Québec à Rimouski; Natural Resources Canada; Université Laval","keywords":"Biology; Arctic; Upwelling; Polychaete; Trophic level; Ecology; Dominance (genetics); Oceanography; Beaufort scale; Temperate climate; Continental shelf; Latitude; Fishery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0002361998,0.0002560013,0.0002429742,0.002008043,0.002318598,0.0008983998,0.0009575037,0.0002983638,0.003452063],"category_scores_gemma":[0.00099096,0.0002090823,0.0003232947,0.001878215,0.0009740312,0.0002858543,0.0006930854,0.0002247406,0.0001893576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005748834,"about_ca_system_score_gemma":0.002973978,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9197525,"about_ca_topic_score_gemma":0.9721175,"domain_scores_codex":[0.9997085,0.00001369622,0.000009943848,0.00007551032,0.00007545748,0.0001169198],"domain_scores_gemma":[0.9992086,0.0000665984,0.0001531803,0.00004740429,0.0003272001,0.0001970453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005902982,0.000006620745,0.9888512,0.00003126197,0.00004151765,0.0002001254,0.001021839,0.0001148517,0.001972038,0.0002740996,0.0005588367,0.006868591],"study_design_scores_gemma":[0.000001065257,0.000003161375,0.9983284,0.000009894407,0.000007979236,0.00004470373,0.0008121171,0.0001779592,0.00006385244,0.00003700948,0.0005102025,0.000003650775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941735,0.0005084412,0.0001835858,0.0002055301,0.000008211282,0.00001069852,0.0005891908,0.00001192493,0.00430895],"genre_scores_gemma":[0.999194,0.0001144392,0.0001284403,0.00002990568,0.000002779225,0.000002758786,0.0002097465,0.000002476108,0.000315576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08024752,"threshold_uncertainty_score":0.1614402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05263005973724662,"score_gpt":0.2795682915828245,"score_spread":0.2269382318455779,"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."}}