{"id":"W4412455533","doi":"10.1016/j.fishres.2025.107466","title":"Comment on Hayes et al. (2025): 500 years of the once largest fishery in the world: A comprehensive catch reconstruction for the Newfoundland cod fishery (1508–2023)","year":2025,"lang":"en","type":"article","venue":"Fisheries Research","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Fishery; Oceanography; Environmental science; Geography; Biology; Geology","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":[0.007629379,0.001052924,0.001424028,0.001327975,0.005866337,0.004350849,0.00423568,0.04711903,0.00980602],"category_scores_gemma":[0.03295171,0.001218087,0.001655488,0.002442212,0.004644261,0.004983475,0.002738319,0.05137712,0.008730482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005730967,"about_ca_system_score_gemma":0.01443865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1939862,"about_ca_topic_score_gemma":0.2726488,"domain_scores_codex":[0.995424,0.0006068419,0.0005959308,0.0008248682,0.001670698,0.0008777546],"domain_scores_gemma":[0.9767401,0.009872908,0.001824739,0.0006997211,0.006942451,0.003920073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003746342,0.000009352743,0.0004243847,0.00003501275,0.000008457666,0.00007397003,0.0001571235,0.00002170217,0.00005446588,0.0005314942,0.9968216,0.001824921],"study_design_scores_gemma":[0.0001093649,0.00007925003,0.009358875,0.0007309585,0.00007417836,0.0004180919,0.002570402,0.0002511663,0.000588383,0.003828021,0.9817951,0.0001962005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006494239,0.001224088,0.00009761027,0.971239,0.02436966,0.00001838466,0.0005455414,0.00005059344,0.001805695],"genre_scores_gemma":[0.002052438,0.00047031,0.0001113537,0.9842448,0.009364919,0.00003047201,0.00007271455,0.0000195364,0.00363339],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8060138,"threshold_uncertainty_score":0.3857142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1345963791882881,"score_gpt":0.4622986624400297,"score_spread":0.3277022832517416,"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."}}