{"id":"W3159278293","doi":"10.1126/science.abi8814","title":"David William Schindler (1940–2021)","year":2021,"lang":"en","type":"article","venue":"Science","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Alberta","funders":"","keywords":"Virology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001984456,0.0006190036,0.0004155419,0.001541917,0.001294553,0.001669705,0.0006434225,0.001648103,0.05459609],"category_scores_gemma":[0.006618339,0.0002994961,0.0002249931,0.0007356037,0.0008090448,0.001375713,0.00172,0.002486616,0.02428918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001845858,"about_ca_system_score_gemma":0.004245242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01419229,"about_ca_topic_score_gemma":0.03733376,"domain_scores_codex":[0.9991438,0.0001272906,0.0000422743,0.000176713,0.0004158153,0.00009402589],"domain_scores_gemma":[0.9971606,0.0002897496,0.000166052,0.00007023518,0.001265983,0.001047414],"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":[0.00002173813,0.000006796548,0.0001803171,0.00005120433,0.000002113532,0.0000446745,0.0000351413,0.00002451266,0.0001044734,0.0021641,0.9375236,0.05984147],"study_design_scores_gemma":[0.000001945721,0.000006313655,0.0002368603,0.0000565856,0.000001062313,0.00007007188,0.00003184993,0.00001247698,0.00006752076,0.0003216916,0.9991894,0.000004184724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00170751,0.2127422,0.003284519,0.3475342,0.3265151,0.0001207627,0.0008474957,0.0002869868,0.1069611],"genre_scores_gemma":[0.007880652,0.05824988,0.001345466,0.0419139,0.0164774,0.00007021999,0.0002162606,0.0001108575,0.8737354],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05459609,"threshold_uncertainty_score":0.1826422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008626334252070848,"score_gpt":0.228829019726676,"score_spread":0.2202026854746052,"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."}}