{"id":"W4399888222","doi":"10.1007/s12237-024-01377-0","title":"What has Changed in 20 Years? Structure and Function of Soft-sediment Macrofauna in a Subarctic Embayment, Newfoundland (Canada)","year":2024,"lang":"en","type":"article","venue":"Estuaries and Coasts","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; McGill University; University of Manitoba","funders":"Fisheries and Oceans Canada","keywords":"Detritivore; Species evenness; Bay; Species richness; Ecology; Benthic zone; Community structure; Pelagic zone; Shoaling and schooling; Oceanography; Habitat; Biodiversity; Environmental science; Invertebrate; Geography; Biology; Geology","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":[0.0003419974,0.0001716087,0.0001799305,0.0009194902,0.001102596,0.0009460809,0.0004714567,0.0004281027,0.0008985886],"category_scores_gemma":[0.0006836466,0.0001172116,0.0001895057,0.001519874,0.0006046356,0.0004474227,0.0004911866,0.0003673002,0.0001417521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006844151,"about_ca_system_score_gemma":0.00300943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9229383,"about_ca_topic_score_gemma":0.9770081,"domain_scores_codex":[0.9997701,0.00001746401,0.00001748094,0.00007234368,0.00003817923,0.00008438496],"domain_scores_gemma":[0.9991094,0.00003425142,0.000260988,0.00003379471,0.0003479938,0.0002135462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002021259,0.00001143789,0.9946728,0.00001329121,0.00004117407,0.00006652757,0.0005190621,0.00004796592,0.0003061264,0.00001826689,0.0004243953,0.003858709],"study_design_scores_gemma":[1.956052e-7,0.000002904679,0.9993165,0.000003581205,0.000002893545,0.00001156137,0.000364792,0.00002094675,0.00001160038,0.000002016815,0.0002617855,0.000001228409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977991,0.0004423268,0.00002606029,0.0001832592,0.000009698536,0.000002405322,0.00100857,0.000002958394,0.0005256592],"genre_scores_gemma":[0.9980939,0.0003065091,0.00007527658,0.0001047314,0.000008799342,0.000004287353,0.0008342659,0.000001708131,0.0005705562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07706171,"threshold_uncertainty_score":0.155031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01267270252994482,"score_gpt":0.2147269617923676,"score_spread":0.2020542592624228,"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."}}