{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00212739,0.001264215,0.001184769,0.001410436,0.004056817,0.005405608,0.001766556,0.002835927,0.2343188],"category_scores_gemma":[0.01944801,0.0004008208,0.0006470269,0.0008314284,0.001094193,0.003532187,0.00353398,0.006799802,0.1494983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003115345,"about_ca_system_score_gemma":0.003911891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004250775,"about_ca_topic_score_gemma":0.006438027,"domain_scores_codex":[0.9973603,0.0004218481,0.0001767191,0.0006032982,0.001130543,0.0003072867],"domain_scores_gemma":[0.9904283,0.001082288,0.0003975453,0.0004260554,0.006023195,0.001642488],"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":[0.00001088319,0.000003520131,0.00003372913,0.00001995205,0.000001177129,0.00003636098,0.00004211678,0.000005462067,0.00002391882,0.0006863952,0.9914643,0.007672292],"study_design_scores_gemma":[0.000002537197,0.000004139509,0.00008723138,0.00004290984,0.000001093406,0.00007451703,0.00006836319,0.000009641376,0.00002515587,0.0002436125,0.9994379,0.000002908597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0007431149,0.01342341,0.0009872653,0.208276,0.6466656,0.0001721566,0.002587342,0.0008345158,0.1263106],"genre_scores_gemma":[0.00859104,0.007298186,0.0009329196,0.07429847,0.117673,0.0002902537,0.00184208,0.0006564945,0.7884177],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2343188,"threshold_uncertainty_score":0.7838745,"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."}}