{"id":"W4405515190","doi":"10.14321/aehm.027.03.01","title":"Obituary of Diane Malley","year":2024,"lang":"en","type":"article","venue":"Aquatic Ecosystem Health & Management","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obituary; Theology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007275511,0.0009320342,0.0006188266,0.0009154384,0.002982112,0.003588226,0.0009452245,0.002197305,0.2675219],"category_scores_gemma":[0.004001669,0.0003846498,0.0003488949,0.0005807852,0.0005932774,0.002122164,0.003681871,0.004299737,0.149019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001302674,"about_ca_system_score_gemma":0.001564652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006011757,"about_ca_topic_score_gemma":0.01193149,"domain_scores_codex":[0.9993688,0.00009999349,0.00004050426,0.0001459975,0.0002408163,0.0001039115],"domain_scores_gemma":[0.9986432,0.0002057714,0.0000879808,0.0001050489,0.0005330514,0.0004249249],"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":[0.00001447991,0.000004330065,0.00003749891,0.00002327834,6.663302e-7,0.00006217767,0.00002526761,0.000005859695,0.00003415794,0.0005002024,0.9924355,0.006856403],"study_design_scores_gemma":[0.000001136732,0.000002888456,0.00008243012,0.0000305127,3.760898e-7,0.00005893477,0.00002838553,0.000003060963,0.00001678279,0.00005990471,0.9997141,0.00000142307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001180005,0.03948614,0.0005621116,0.1484435,0.3277708,0.0001190338,0.002087405,0.0008314622,0.4795196],"genre_scores_gemma":[0.003898365,0.007662477,0.000211556,0.02380968,0.02133659,0.00005748737,0.0006043178,0.0002813214,0.9421383],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2675219,"threshold_uncertainty_score":0.8949499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035564870349844,"score_gpt":0.2449766099361813,"score_spread":0.2346209612326828,"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."}}