{"id":"W4311609065","doi":"10.1002/fsh.10873","title":"In Memoriam","year":2022,"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":"Business","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":[],"category_scores_codex":[0.00009415694,0.0000336357,0.00004562534,0.0000114278,0.0001751484,0.000003442793,0.00009587673,0.000006697434,0.04539154],"category_scores_gemma":[0.00001105945,0.00003532958,0.000009155209,0.0001127927,0.00006462143,0.0001046007,0.0005116249,0.00005878622,0.0001893854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005819904,"about_ca_system_score_gemma":0.000001007944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009542672,"about_ca_topic_score_gemma":0.001589116,"domain_scores_codex":[0.9996533,0.00002438342,0.00005071716,0.00009654884,0.00007251679,0.0001024999],"domain_scores_gemma":[0.9999022,0.00001228037,0.00001216306,0.00006558612,3.192142e-7,0.000007387067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004781451,0.00001905858,0.3674259,6.991559e-7,0.000001686232,0.00001168564,0.000360737,0.0001137087,0.000003490764,0.000151018,0.6318473,0.00005989291],"study_design_scores_gemma":[0.00006472079,0.0000218476,0.3930621,8.887339e-8,8.724191e-7,6.858859e-7,0.0003317672,0.000009387188,0.000004628922,0.001482328,0.6049895,0.00003198596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5018891,0.000007388828,0.000005518729,0.01024797,0.001254858,0.0001137148,0.000002529968,0.00003302932,0.4864459],"genre_scores_gemma":[0.9641799,0.000007699294,0.0001492244,0.004904707,0.00003748554,0.0001705047,0.000002380777,0.000004586778,0.03054354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4622908,"threshold_uncertainty_score":0.9554811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007322274964648333,"score_gpt":0.1892353270283187,"score_spread":0.1819130520636704,"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."}}