{"id":"W3156794242","doi":"10.3389/fcosc.2021.650543","title":"Better Representation Is Needed in U.S. Endangered Species Act Implementation","year":2021,"lang":"en","type":"article","venue":"Frontiers in Conservation Science","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Endangered species; Threatened species; Environmental resource management; Geography; Ecology; Environmental planning; Habitat; Biology","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":[0.08750784,0.0007035241,0.0008814281,0.002070346,0.0081941,0.016237,0.003442906,0.01668225,0.004686956],"category_scores_gemma":[0.1222826,0.0007430143,0.001425637,0.002088782,0.0143548,0.01774143,0.01143282,0.02165586,0.0007383867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01087598,"about_ca_system_score_gemma":0.03884038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03969167,"about_ca_topic_score_gemma":0.02650902,"domain_scores_codex":[0.9339769,0.0334852,0.005276018,0.004887949,0.01365218,0.008721809],"domain_scores_gemma":[0.9162588,0.05295815,0.007787559,0.003886208,0.01368148,0.005427853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006839236,0.0001684379,0.008160102,0.000171725,0.00003145936,0.0005528596,0.02441621,0.001697992,0.000941864,0.8590639,0.04492872,0.05979827],"study_design_scores_gemma":[0.0001016004,0.000641936,0.01487767,0.003127757,0.0001226174,0.0006947957,0.03194033,0.007602984,0.0019929,0.3935522,0.5449421,0.0004032287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08033991,0.00251043,0.01827426,0.7727825,0.00305673,0.0001727496,0.0001115514,0.0002136804,0.1225382],"genre_scores_gemma":[0.751103,0.001564047,0.01711476,0.2188243,0.0009364585,0.0003559533,0.0001606626,0.00009471588,0.009845967],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08750784,"threshold_uncertainty_score":0.4627912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03094203006891256,"score_gpt":0.2736204869019617,"score_spread":0.2426784568330492,"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."}}