{"id":"W4409360164","doi":"10.1139/cjfas-2024-0361","title":"Assessing size at sexual maturity and fine-scale population structure in a direct developing whelk (<i>Buccinum undatum</i>) in Southern Newfoundland, Canada","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Marine Biology and Environmental Chemistry","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Fisheries and Oceans Canada; University of Toronto","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Whelk; Sexual maturity; Geography; Population; Scale (ratio); Fishery; Ecology; Biology; Economic geography; Demography; Cartography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002821911,0.0002069713,0.0002009813,0.0007766045,0.00107593,0.0005793784,0.0006227384,0.0001934324,0.0007593484],"category_scores_gemma":[0.0006036976,0.0001599145,0.0002031128,0.0007945085,0.0006314269,0.0002033545,0.0004782663,0.0003382131,0.0001444395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007472171,"about_ca_system_score_gemma":0.00351562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.963593,"about_ca_topic_score_gemma":0.9913511,"domain_scores_codex":[0.9997779,0.00001199362,0.000009837553,0.00007071307,0.00005430754,0.00007518091],"domain_scores_gemma":[0.9993367,0.00005540756,0.0001574623,0.00002800238,0.000268122,0.0001542683],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005034351,0.00001981605,0.9898392,0.0000107884,0.00003680131,0.00008933713,0.0009071639,0.000206192,0.003491694,0.00004779223,0.0001964854,0.00510434],"study_design_scores_gemma":[9.906677e-7,0.000007265974,0.9992228,0.000003831262,0.000005592238,0.00001566195,0.0004079712,0.0001147349,0.00006578678,0.000003345656,0.0001498681,0.00000216908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99933,0.0000508237,0.00006295654,0.00001317395,7.982989e-7,0.00000484079,0.0002197789,0.000001857053,0.0003158147],"genre_scores_gemma":[0.9990132,0.00004916777,0.0001802562,0.00002046219,5.252668e-7,0.000006461857,0.000359435,0.0000016691,0.0003687917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03640699,"threshold_uncertainty_score":0.07324272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00665776022163286,"score_gpt":0.1940395042352011,"score_spread":0.1873817440135682,"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."}}