{"id":"W3007287768","doi":"10.1139/cjfas-2020-0049","title":"In Memoriam / In Memoriam","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Fisheries and Aquatic Sciences","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Philosophy; Biology; Zoology; Evolutionary biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003640888,0.00005052063,0.0001096684,0.0001496172,0.00004599429,0.00008022225,0.0001002913,0.00002351738,0.001827194],"category_scores_gemma":[0.0001310743,0.00004522593,0.00001438405,0.0002625241,0.0001115531,0.0003350411,0.000002283695,0.00009100085,0.00002544292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004661676,"about_ca_system_score_gemma":0.0001983798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001580328,"about_ca_topic_score_gemma":0.02046557,"domain_scores_codex":[0.9994647,0.00002192666,0.0002123632,0.00005638208,0.0001139914,0.0001306232],"domain_scores_gemma":[0.9997056,0.00002450882,0.00002982826,0.00002293555,0.000008873689,0.0002082179],"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":[0.00002367617,0.00001865804,0.205001,0.0001726278,0.0000292392,0.0003727133,0.1006883,0.03063591,0.001347329,0.0002979076,0.6293125,0.03210013],"study_design_scores_gemma":[0.002077795,0.0007133713,0.2475435,0.0003041859,0.00002291986,0.00009312268,0.0259179,0.3042834,0.0001549999,0.005164799,0.4130219,0.0007020161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889078,0.0002577371,0.0000836427,0.004960835,0.002790296,0.00004147394,6.801594e-7,0.00000407592,0.002953449],"genre_scores_gemma":[0.9984214,0.00004595549,0.0003041404,0.0004401654,0.0007479626,6.906142e-7,1.612888e-7,0.000003548671,0.00003601883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2736475,"threshold_uncertainty_score":0.9990852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04062365794920613,"score_gpt":0.2401670609181847,"score_spread":0.1995434029689786,"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."}}