{"id":"W4389071193","doi":"10.1002/edn3.488","title":"Beyond life: Louis Bernatchez's (1960–2023) enduring legacy on molecular ecology, conservation, and the science of environmental DNA","year":2023,"lang":"en","type":"article","venue":"Environmental DNA","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère des Ressources naturelles et des Forêts; Ministère de l’Environnement, de la Lutte contre les changements climatiques, de la Faune et des Parcs; University of Windsor","funders":"","keywords":"Environmental ethics; Conservation biology; Ecology; Geography; Biology; Philosophy","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":[0.009513023,0.001482117,0.001354438,0.002024261,0.00305054,0.007373315,0.001794071,0.007328091,0.003658381],"category_scores_gemma":[0.01885755,0.0007462145,0.0006993175,0.001330615,0.004451464,0.005837246,0.002561545,0.02039792,0.003058554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002988372,"about_ca_system_score_gemma":0.005946428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01353815,"about_ca_topic_score_gemma":0.02679261,"domain_scores_codex":[0.9964131,0.0009540396,0.0003090792,0.0007266753,0.001308011,0.0002891769],"domain_scores_gemma":[0.9834547,0.006621485,0.0008285763,0.0003690838,0.005364008,0.00336208],"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":[0.00003244984,0.000005254008,0.0001322546,0.00009499821,0.00001222983,0.00008395068,0.0001599415,0.00002532354,0.00009308494,0.002151869,0.9872,0.01000858],"study_design_scores_gemma":[0.000008097452,0.000007732776,0.0002280067,0.00024936,0.000007337308,0.0001614008,0.0001308415,0.0000284691,0.00009011467,0.002616389,0.9964566,0.00001575117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0001375558,0.1010242,0.0004830485,0.5313274,0.3654858,0.000005451698,0.0000517792,0.00003556442,0.001449304],"genre_scores_gemma":[0.005758552,0.08404435,0.001215874,0.4156234,0.4402821,0.00003834309,0.0001052512,0.000194622,0.05273747],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01353815,"threshold_uncertainty_score":0.05031025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007801087656279644,"score_gpt":0.1934995132072873,"score_spread":0.1856984255510077,"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."}}