{"id":"W4383754751","doi":"10.1002/fsh.10970","title":"In Memoriam","year":2023,"lang":"en","type":"article","venue":"Fisheries","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fishery; Trout; Bass (fish); Micropterus; Welsh; Environmental ethics; Geography; Ecology; Fish <Actinopterygii>; Archaeology; Biology; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008565289,0.00003682185,0.00004850633,0.00001818546,0.0000557518,0.000005149934,0.00006842982,0.00001823636,0.005424079],"category_scores_gemma":[0.00002985293,0.00003450591,0.000008860598,0.0002366796,0.00008523348,0.0001434343,0.0001908647,0.00003022849,0.003950174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001810839,"about_ca_system_score_gemma":6.438189e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005714144,"about_ca_topic_score_gemma":0.002912717,"domain_scores_codex":[0.9996628,0.000009643922,0.00005090623,0.00009582037,0.00004990091,0.0001308859],"domain_scores_gemma":[0.9998965,0.00001956645,0.000008500442,0.00006562398,5.05157e-7,0.000009316336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000001610102,0.000004330459,0.3686048,0.000001350764,0.000001423178,0.00001225623,0.0002228396,0.00001993014,0.000004756275,0.00008450449,0.6309624,0.00007980526],"study_design_scores_gemma":[0.00004863267,0.000007430396,0.6264091,4.982663e-7,7.045056e-7,1.368759e-7,0.0001236638,0.00001772028,0.0000123523,0.002073774,0.3712765,0.00002949589],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6121426,0.000001865981,0.000003481972,0.01053656,0.0009145315,0.00008261803,8.964166e-7,0.0001060189,0.3762114],"genre_scores_gemma":[0.9066045,0.00008308873,0.0001771584,0.003404776,0.0001149727,0.00009638376,0.000005399808,0.000009577946,0.08950417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2944618,"threshold_uncertainty_score":0.9968253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156788655991954,"score_gpt":0.2138657361565809,"score_spread":0.2022978495966614,"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."}}