{"id":"W4412486423","doi":"10.1139/cjfas-2024-0273","title":"Accounting for movement in spatial surplus production models: a case study of redfish on the eastern Grand Banks of Newfoundland","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fisheries and Oceans Canada; Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada; Ocean Frontier Institute","keywords":"Fishery; Production (economics); Movement (music); Geography; Environmental science; Economics; Biology","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":[0.001351249,0.000346184,0.0003458111,0.0005460859,0.0005324764,0.0007412769,0.0009442114,0.0007176713,0.0008955943],"category_scores_gemma":[0.00291585,0.0002980099,0.0005491611,0.0007920714,0.000744041,0.0007771379,0.0006388875,0.0004847797,0.00008037039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003540908,"about_ca_system_score_gemma":0.002169576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6081694,"about_ca_topic_score_gemma":0.6701565,"domain_scores_codex":[0.9997076,0.0001279353,0.00001515699,0.00006771284,0.00001937121,0.00006207236],"domain_scores_gemma":[0.9983042,0.001142773,0.0002322295,0.0001235495,0.000131148,0.00006613595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00006105504,0.00008114857,0.1239349,0.00003484566,0.00008809367,0.0007604955,0.0002447863,0.863035,0.0003490972,0.003074178,0.0007736471,0.00756279],"study_design_scores_gemma":[0.00001488275,0.0000400825,0.03617144,0.00001537413,0.00004109695,0.0000820111,0.0004448316,0.9608667,0.0001541408,0.001552326,0.0005985558,0.00001856121],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913418,0.00007053,0.007045061,0.0002645138,0.000004208561,0.00001955264,0.0003255584,0.00005820704,0.0008706481],"genre_scores_gemma":[0.9950837,0.00005446875,0.003787788,0.0000259349,0.000002974805,0.00001205864,0.0001808774,0.00001238824,0.00083982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3918306,"threshold_uncertainty_score":0.7882764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04021714207862011,"score_gpt":0.2589362323609703,"score_spread":0.2187190902823502,"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."}}