{"id":"W2132193807","doi":"10.1111/j.1600-0633.2012.00574.x","title":"Assigning origins in a potentially mixed‐stock recreational sea trout (<i><scp>S</scp>almo trutta</i>) fishery","year":2012,"lang":"en","type":"article","venue":"Ecology Of Freshwater Fish","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada; Division of Ocean Sciences; Natural Sciences and Engineering Research Council of Canada","keywords":"Otolith; Fishery; Estuary; Fish migration; Brown trout; Biological dispersal; Trout; Biology; Population; Juvenile; Salmo; Juvenile fish; Recreational fishing; Population dynamics of fisheries; Coastal fish; Ecology; Fishing; Fish <Actinopterygii>","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006581256,0.0001959283,0.0003239108,0.0001263696,0.0001127845,0.00002975804,0.0004167416,0.0002326418,0.01346131],"category_scores_gemma":[0.000256556,0.0001858818,0.00009802567,0.000271816,0.0003352024,0.000533688,0.000413357,0.0003473891,0.000237495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002606425,"about_ca_system_score_gemma":0.00004694163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098615,"about_ca_topic_score_gemma":0.01242307,"domain_scores_codex":[0.9977621,0.0002207237,0.0004244889,0.0003505399,0.0003983886,0.0008437409],"domain_scores_gemma":[0.9990736,0.0003017024,0.0001198786,0.0002839579,0.00002100536,0.0001998058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001856114,0.0002638655,0.9087387,0.00001290548,0.00002442973,0.00001991972,0.0003831671,0.00004088442,0.00110048,0.00003593267,0.08657973,0.002781396],"study_design_scores_gemma":[0.0005674175,0.0001530966,0.6874094,0.00000508847,0.00001058251,0.00001969974,0.00008169119,0.0002994008,0.002009395,0.0001666681,0.3091859,0.00009166227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8687489,0.000006898257,0.0001093055,0.0004659802,0.0003637437,0.00026266,0.00005713999,0.000028373,0.129957],"genre_scores_gemma":[0.9793362,0.00002739416,0.004342042,0.0005571177,0.0002292019,0.0001203294,0.0001459898,0.00003604436,0.01520566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2226062,"threshold_uncertainty_score":0.9874405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01641636149696971,"score_gpt":0.2374531394608488,"score_spread":0.2210367779638791,"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."}}