{"id":"W4386962785","doi":"10.3390/f14101930","title":"Vernal Pool Amphibian Inventories in the Temperate Forests of Eastern North America: Can Environmental DNA Replace the Traditional Methods?","year":2023,"lang":"en","type":"article","venue":"Forests","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Outaouais","funders":"Nature Conservancy of Canada; Sustainable Forestry Initiative; Génome Québec; Natural Sciences and Engineering Research Council of Canada; Ministère des Forêts, de la Faune et des Parcs","keywords":"Amphibian; Environmental DNA; Ecology; Habitat; Temperate climate; Biology; Temperate rainforest; Biodiversity; Ecosystem","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001689407,0.0003599387,0.00029056,0.001394066,0.0004110789,0.0006019443,0.0006098851,0.0002188591,0.000843313],"category_scores_gemma":[0.0017869,0.0001530557,0.0001797901,0.001107392,0.0004984159,0.00146567,0.0007346548,0.0002180892,0.0001643239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003609484,"about_ca_system_score_gemma":0.0004287135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01575241,"about_ca_topic_score_gemma":0.0927667,"domain_scores_codex":[0.9993123,0.0002299101,0.00005945488,0.0002129316,0.0001171881,0.00006822389],"domain_scores_gemma":[0.9983916,0.0002523887,0.0006385997,0.000203145,0.0003632838,0.0001510051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006309633,0.00002089481,0.9368193,0.00009461155,0.00005026957,0.0001041339,0.001218642,0.0001377446,0.00895361,0.00007904366,0.0001421605,0.05231649],"study_design_scores_gemma":[0.000001044054,0.00003506628,0.9972922,0.000032344,0.00001845961,0.00006342384,0.0006661107,0.0002219436,0.0003776397,0.00005967189,0.001226145,0.000005814998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933554,0.002919281,0.002190898,0.0001269635,0.00001193488,0.00002989596,0.0003557922,0.00001624276,0.0009936598],"genre_scores_gemma":[0.9889166,0.001580694,0.007927652,0.0001085687,0.00002044116,0.00005351222,0.0008051377,0.000006892069,0.0005804988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01575241,"threshold_uncertainty_score":0.03132141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03330246007344925,"score_gpt":0.247482554971176,"score_spread":0.2141800948977267,"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."}}