{"id":"W4283728707","doi":"10.1021/acs.est.2c03959","title":"Sturgeons Are Biodiversity Priorities Needing Special Protection from Chemicals and Waste","year":2022,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Key Research and Development Program of China; National Natural Science Foundation of China","keywords":"Beijing; China; Chinese academy of sciences; Library science; Biodiversity; Research center; Geography; Environmental protection; Political science; Archaeology; Ecology; Law; Biology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006184911,0.0006715187,0.0003826087,0.001264125,0.001331733,0.001605253,0.0005244064,0.001508389,0.2566162],"category_scores_gemma":[0.0009243931,0.0002682257,0.0006033283,0.0008954825,0.0006463807,0.00149519,0.002171191,0.001410199,0.05965723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005912574,"about_ca_system_score_gemma":0.0008547193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002716791,"about_ca_topic_score_gemma":0.0120405,"domain_scores_codex":[0.999667,0.00004271509,0.00001651145,0.00004874627,0.0001219193,0.0001029791],"domain_scores_gemma":[0.9990782,0.00007204864,0.00007969303,0.00004662025,0.000273351,0.0004501892],"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":[0.001056253,0.0002262593,0.02896815,0.001021317,0.00007139536,0.001751614,0.001660318,0.000196047,0.03122893,0.008821936,0.5553155,0.3696823],"study_design_scores_gemma":[0.00007783125,0.0003321476,0.03631167,0.0003763149,0.000070415,0.001099713,0.002834529,0.0001544023,0.00563244,0.004619776,0.9484317,0.00005904263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1255455,0.007561359,0.006024461,0.04606066,0.01296118,0.0004453024,0.009551387,0.002494256,0.7893559],"genre_scores_gemma":[0.1894261,0.008442249,0.01006228,0.01257219,0.001697174,0.0003252116,0.01197954,0.0008109882,0.7646843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2566162,"threshold_uncertainty_score":0.8584669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006649113348354149,"score_gpt":0.1694717775465947,"score_spread":0.1628226641982405,"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."}}