{"id":"W3126421440","doi":"10.1093/icesjms/fsab005","title":"Cold-water shellfish as harvestable resources and important ecosystem players","year":2021,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Fishery; Shellfish; Fishing; Fisheries management; Homarus; American lobster; Population; Ecosystem; Ecology; Stock assessment; Geography; Marine ecosystem; Biology; Crustacean; Aquatic animal; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000958774,0.0004275012,0.0003999473,0.0006407339,0.0004380023,0.002823624,0.0002835779,0.0006765578,0.003788631],"category_scores_gemma":[0.000590628,0.0001374369,0.0002474284,0.0007388459,0.0007407259,0.001701518,0.001160087,0.0009041047,0.000356441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007633,"about_ca_system_score_gemma":0.001636327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006691602,"about_ca_topic_score_gemma":0.01341453,"domain_scores_codex":[0.9997059,0.00006552986,0.00001895374,0.00005627942,0.00009753887,0.00005589676],"domain_scores_gemma":[0.9994544,0.0001804645,0.00009049282,0.00001110366,0.0001524808,0.0001109064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004869737,0.0001126169,0.03445556,0.01523956,0.0002842213,0.001397652,0.005782336,0.001914529,0.03353899,0.03432287,0.1291654,0.7432992],"study_design_scores_gemma":[0.0000107155,0.0002397064,0.05436449,0.006067603,0.0001357118,0.0005587918,0.006438724,0.0004359031,0.002440441,0.007495178,0.9217433,0.00006930531],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05035468,0.897663,0.001870406,0.02207313,0.00768827,0.00002622392,0.0002604285,0.00003214349,0.0200317],"genre_scores_gemma":[0.2399562,0.7224175,0.001928206,0.005360615,0.004297987,0.00004285037,0.0004323357,0.00002554368,0.02553872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006691602,"threshold_uncertainty_score":0.01330531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008882722313346,"score_gpt":0.2307924092017704,"score_spread":0.2219096868884244,"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."}}