{"id":"W3205192498","doi":"10.1002/fsh.10691","title":"In Memoriam","year":2021,"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":"Biologist; Fishery; Wildlife; Fishing; Trout; Fish <Actinopterygii>; Environmental ethics; Geography; Ecology; 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":[],"category_scores_codex":[0.00004373714,0.00003608476,0.00005377544,0.000005487847,0.00004625208,0.000006931291,0.00004649918,0.00001878095,0.01677147],"category_scores_gemma":[0.00003989599,0.00003573601,0.00001023488,0.0001040895,0.00007304113,0.0001428604,0.0001812786,0.00003436313,0.0005497992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002229202,"about_ca_system_score_gemma":0.000001840569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003332412,"about_ca_topic_score_gemma":0.006412866,"domain_scores_codex":[0.9996788,0.00001494323,0.00005260322,0.0001079316,0.00004493199,0.0001007772],"domain_scores_gemma":[0.9998882,0.00001464452,0.0000086164,0.00007752927,0.000001317093,0.000009680436],"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":[0.000001692882,0.0000178114,0.4547132,0.00000184958,0.000002676699,0.00005028855,0.0001950915,0.000007957063,0.0000201491,0.0002008796,0.5446879,0.0001005859],"study_design_scores_gemma":[0.00006264153,0.00000507594,0.5454664,6.935172e-7,0.00000127066,0.00000100943,0.0001431617,0.000003257009,0.0001541645,0.001754523,0.4523748,0.00003296508],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.341767,0.0000155259,0.00001634261,0.01153589,0.0008676513,0.00004462453,7.544056e-7,0.0000232074,0.645729],"genre_scores_gemma":[0.8837886,0.0001176411,0.001512797,0.01062341,0.0001428901,0.00005266435,0.000005507315,0.000009352163,0.1037471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5420216,"threshold_uncertainty_score":0.9841273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007987913656448778,"score_gpt":0.1989145494561371,"score_spread":0.1909266357996884,"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."}}