{"id":"W4385307040","doi":"10.1016/j.seares.2023.102419","title":"Drivers of decadal-scale temporal change in epibenthic megafaunal assemblages on scallop fishing grounds in the Bay of Fundy","year":2023,"lang":"en","type":"article","venue":"Journal of Sea Research","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Dairy Farmers of Ontario","keywords":"Bay; Scallop; Oceanography; Fishing; Fishery; Polychaete; Megafauna; Range (aeronautics); Environmental science; Pelagic zone; Pecten maximus; Benthic zone; Estuary; Ecology; Biology; Bivalvia; Geology; Mollusca","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002858489,0.0001459504,0.0002129929,0.0007340214,0.0003165274,0.0006141298,0.0002419367,0.0004222007,0.001160594],"category_scores_gemma":[0.0009083105,0.0001794737,0.0002332724,0.0006008602,0.0002942123,0.0004146358,0.0006599891,0.0003933762,0.0001684111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005898502,"about_ca_system_score_gemma":0.0002989763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04899783,"about_ca_topic_score_gemma":0.09919742,"domain_scores_codex":[0.9998685,0.00001267367,0.000009516406,0.00004618953,0.00001685521,0.00004632292],"domain_scores_gemma":[0.9993641,0.00006383839,0.000299665,0.00003068636,0.00007852278,0.0001632636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005961469,0.00001647906,0.9968219,0.000006991355,0.00003558011,0.00007168083,0.0003680417,0.00009058317,0.0009275724,0.00002306838,0.000144584,0.001433887],"study_design_scores_gemma":[4.220918e-7,0.000003707487,0.9997506,8.708218e-7,0.000001606824,0.000008055656,0.0001218198,0.00005911587,0.000009270314,0.000002690262,0.00004108633,7.991277e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995829,0.00004133776,0.00001348689,0.0000337021,0.000002388368,0.00000114472,0.000208591,0.000002556224,0.000113801],"genre_scores_gemma":[0.9995567,0.00003468854,0.00002836104,0.00001251275,0.000003962204,0.000003322811,0.0002336281,0.000001328423,0.0001255084],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9510022,"threshold_uncertainty_score":0.09742522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1677376029667115,"score_gpt":0.3926132931107681,"score_spread":0.2248756901440567,"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."}}