{"id":"W7116898248","doi":"10.60825/e91z-1097","title":"Scallop buffer zones (SFA 21, 22, 24) marine refuges in the southern Gulf of St. Lawrence, Canada : a scientific overview of the environment and ecosystem","year":2025,"lang":"en","type":"report","venue":"Fisheries and Oceans Canada / Pêches et Océans Canada - Publications","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Scallop; Fishing; Population; Biodiversity; Habitat; Marine ecosystem; Endangered species; Marine habitats; Invertebrate","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006446989,0.0004377344,0.0002334577,0.003330224,0.002322268,0.001748674,0.0007421093,0.0002427213,0.002939613],"category_scores_gemma":[0.0008526256,0.0002720949,0.0003375325,0.00699046,0.0007947523,0.0005109712,0.001101901,0.0004077023,0.0003489998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02463313,"about_ca_system_score_gemma":0.09655119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9940766,"about_ca_topic_score_gemma":0.9985695,"domain_scores_codex":[0.9993581,0.00002555402,0.00002710836,0.00004545801,0.0003135212,0.0002301119],"domain_scores_gemma":[0.9982656,0.00005819766,0.0002027978,0.0000226417,0.001082315,0.0003685459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001527284,0.00008731782,0.6279331,0.002298748,0.0001451472,0.0004508416,0.002851572,0.001143085,0.001626096,0.004036655,0.07127208,0.2880027],"study_design_scores_gemma":[0.00001455361,0.00004369772,0.8898879,0.0007882273,0.00006163873,0.0001254383,0.004645971,0.0003963679,0.0004369083,0.0001751022,0.1033935,0.00003069957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7017324,0.06924769,0.002265112,0.009042745,0.0003243481,0.0009215036,0.09120198,0.0004635149,0.1248007],"genre_scores_gemma":[0.8576575,0.05967631,0.008274112,0.001119994,0.00006881232,0.0002582433,0.0304467,0.00006760549,0.04243069],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02463313,"threshold_uncertainty_score":0.1787267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739921014590677,"score_gpt":0.2249146849566585,"score_spread":0.1975154748107517,"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."}}