{"id":"W3191059751","doi":"10.1086/716553","title":"David M. Rosenberg (1943–2021): A personal reminiscence","year":2021,"lang":"en","type":"article","venue":"Freshwater Science","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reminiscence; Gerontology; Ecology; Psychology; Environmental ethics; Biology; Cognitive psychology; Medicine; 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":[0.002530708,0.001177651,0.0005798711,0.001556328,0.003661916,0.004204874,0.001016988,0.002834727,0.03964506],"category_scores_gemma":[0.006290182,0.0004447266,0.0006313045,0.0009976261,0.001854579,0.00565367,0.002379084,0.006628642,0.03067813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00351396,"about_ca_system_score_gemma":0.002071604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003714011,"about_ca_topic_score_gemma":0.006055892,"domain_scores_codex":[0.9987285,0.0002658996,0.00007528954,0.0002909894,0.0005189882,0.0001204503],"domain_scores_gemma":[0.9980162,0.0002675556,0.0001131217,0.00007761765,0.0009294015,0.0005959815],"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":[0.0000122198,0.00001189819,0.0001424728,0.00004678751,0.000003874556,0.00008296903,0.0002578243,0.00001490829,0.00006799879,0.002780412,0.9747405,0.02183806],"study_design_scores_gemma":[0.000001374172,0.000006590777,0.0000958174,0.0000597776,0.000001904966,0.0002481054,0.0001941536,0.000006065804,0.00007712173,0.0005402203,0.9987618,0.000007131121],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001277779,0.1573593,0.002052217,0.4127434,0.3311347,0.00005012861,0.0004501111,0.0001833843,0.09474892],"genre_scores_gemma":[0.01632255,0.09320343,0.002138451,0.123843,0.09789103,0.00007017483,0.0002896602,0.0003541792,0.6658877],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03964506,"threshold_uncertainty_score":0.132626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008970995887611464,"score_gpt":0.2029182979059661,"score_spread":0.1939473020183546,"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."}}