{"id":"W4409869206","doi":"10.1093/jcbiol/ruaf021","title":"Spatial stock structure of northern shrimp <i>Pandalus borealis</i> Krøyer, 1838 (Decapoda: Caridea: Pandalidae) in Canada’s Northwest Atlantic","year":2025,"lang":"en","type":"article","venue":"Journal of Crustacean Biology","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Biological dispersal; Shrimp; Fishery; Biology; Caridea; Decapoda; Stock (firearms); Spatial ecology; Spatial distribution; Stock assessment; Ecology; Geography; Crustacean; Population","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":[0.0002148963,0.0000861222,0.0001152963,0.0006710031,0.0003759647,0.0004431796,0.000292344,0.0001697549,0.0009427242],"category_scores_gemma":[0.000638042,0.0001056061,0.0001825456,0.0006714225,0.0002692306,0.0001907013,0.0002700921,0.0001241179,0.0001078155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00211999,"about_ca_system_score_gemma":0.001085464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7728321,"about_ca_topic_score_gemma":0.8726767,"domain_scores_codex":[0.9998955,0.000009765291,0.000008508898,0.00004113891,0.00001987322,0.00002527832],"domain_scores_gemma":[0.9994722,0.0000653045,0.0001532932,0.00003367579,0.000188282,0.00008719038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002288101,0.000006024278,0.9961665,0.000005928076,0.00002541878,0.00003063933,0.0002018146,0.0005275256,0.0006969792,0.00005871269,0.0001484698,0.002109152],"study_design_scores_gemma":[6.198492e-7,0.000003163932,0.9991109,0.000003172755,0.000003770701,0.000009906451,0.0002032729,0.0005358435,0.00002710393,0.000007372346,0.00009325916,0.000001642691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992717,0.00002236676,0.00004139683,0.0000140643,7.149478e-7,0.000001549771,0.0003597125,0.000002252492,0.0002862703],"genre_scores_gemma":[0.9995421,0.00001549112,0.00005410968,0.000003345689,4.176011e-7,0.000001505663,0.0002920294,5.272266e-7,0.00009048013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2271679,"threshold_uncertainty_score":0.4570115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006429360866011487,"score_gpt":0.232334486381638,"score_spread":0.2259051255156265,"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."}}