{"id":"W4392842036","doi":"10.1520/stp10240s","title":"Front Matter","year":2000,"lang":"en","type":"paratext","venue":"","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cantox Health Sciences International; University of Waterloo","funders":"","keywords":"Environmental science; Aquatic toxicology; Environmental remediation; Environmental impact assessment; Biomonitoring; Risk assessment; Environmental chemistry; Contamination; Ecology; Toxicity; Computer science; Chemistry; Biology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000442907,0.001065533,0.0007658139,0.001440491,0.001530797,0.005668989,0.001003352,0.003286674,0.8770951],"category_scores_gemma":[0.001479245,0.0003260585,0.0005221808,0.001324188,0.0006945288,0.002576609,0.001673251,0.001666357,0.8517883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153284,"about_ca_system_score_gemma":0.001167805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00183181,"about_ca_topic_score_gemma":0.003698426,"domain_scores_codex":[0.9994562,0.00003603653,0.00003002148,0.0001506221,0.0002619278,0.00006515988],"domain_scores_gemma":[0.9991155,0.0001404362,0.00004431535,0.0001086843,0.0003499595,0.0002411065],"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":[0.00003447155,0.00004363264,0.0002581474,0.0001839626,0.000003705525,0.00008358932,0.00004319836,0.00006123001,0.000676522,0.005174315,0.8464268,0.1470104],"study_design_scores_gemma":[0.00000271911,0.000007636573,0.0002029451,0.00005396852,7.452109e-7,0.00003988512,0.00002636353,0.00002745968,0.00007990641,0.0004174976,0.999139,0.000001947548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003806938,0.001277184,0.0004981052,0.003002068,0.004340036,0.00004754583,0.001089942,0.00054602,0.9888183],"genre_scores_gemma":[0.0005465283,0.0005914218,0.0001737859,0.0008947777,0.0003747257,0.00001089434,0.000476491,0.0001025654,0.9968289],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1229049,"threshold_uncertainty_score":0.1753088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006982659093806839,"score_gpt":0.2190876582180953,"score_spread":0.2121049991242885,"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."}}