{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01437098,0.00008495232,0.0002996731,0.001136366,0.000114069,0.0000278692,0.0007678945,0.0001668535,0.0005279758],"category_scores_gemma":[0.0005929513,0.00005441616,0.00008091437,0.001466431,0.000342555,0.0002607072,0.00006914824,0.00129599,0.00003297717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002150275,"about_ca_system_score_gemma":0.000180972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003001719,"about_ca_topic_score_gemma":0.04667908,"domain_scores_codex":[0.9964219,0.001379582,0.0004785033,0.000153689,0.001033564,0.000532733],"domain_scores_gemma":[0.9970744,0.002327299,0.0001539699,0.0001563034,0.0001900074,0.00009798849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003804828,0.00007672731,0.9922573,0.00005102974,0.00001730402,0.0002663769,0.00107296,0.0001229394,0.00006971281,0.00003175991,0.0007250063,0.004928377],"study_design_scores_gemma":[0.0004529831,0.001054107,0.9943035,0.00007610897,0.000002353488,0.00002740473,0.001813432,0.001338442,0.0001166137,0.0005393138,0.000227333,0.00004847029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937221,0.0001521768,3.487225e-7,0.003684394,0.0001152713,0.0001759365,0.000009470686,0.000002369753,0.002137878],"genre_scores_gemma":[0.9993256,0.0003463974,0.00002469576,0.00005362775,0.0001156685,0.000002020066,0.00001296892,0.00000270662,0.000116297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04367736,"threshold_uncertainty_score":0.9707165,"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."}}