{"id":"W3034648622","doi":"10.1080/14634988.2020.1717827","title":"A letter to Denis Lynn","year":2020,"lang":"en","type":"letter","venue":"Aquatic Ecosystem Health & Management","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"History","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":[0.002733418,0.000700105,0.0008003181,0.0006760142,0.00799666,0.0040825,0.001095676,0.01882698,0.06653927],"category_scores_gemma":[0.01673339,0.0008448887,0.0005621382,0.000364886,0.001259802,0.003179537,0.00225082,0.01859501,0.03406142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003903245,"about_ca_system_score_gemma":0.008070473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04458726,"about_ca_topic_score_gemma":0.06892552,"domain_scores_codex":[0.9976863,0.000550299,0.0001255362,0.0003876914,0.0008133636,0.0004367824],"domain_scores_gemma":[0.9949325,0.001453867,0.0002179782,0.0001131341,0.001610171,0.001672333],"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":[0.00001118693,0.000006478783,0.0001023755,0.00001038822,0.000001247518,0.0001516071,0.00007816213,0.000006045355,0.00004509338,0.0005458058,0.9973864,0.001655256],"study_design_scores_gemma":[0.000008193661,0.00001296573,0.000442889,0.00009321707,0.000002409564,0.0002055382,0.0005621078,0.00007022759,0.00006255099,0.0007986327,0.9977261,0.00001508995],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0006562691,0.002558279,0.0001432827,0.906052,0.03244977,0.00005445493,0.0002428564,0.0001354828,0.05770769],"genre_scores_gemma":[0.003919162,0.0007913599,0.0001712566,0.7001343,0.005142341,0.00006403273,0.0001101081,0.00008355855,0.2895838],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06653927,"threshold_uncertainty_score":0.222596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1350891383389994,"score_gpt":0.4441396066100908,"score_spread":0.3090504682710914,"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."}}