{"id":"W4250540782","doi":"10.1023/a:1025868716266","title":"Preface","year":2003,"lang":"en","type":"article","venue":"Environmental Monitoring and Assessment","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University; Environment and Climate Change Canada","funders":"","keywords":"Ecotoxicology; Environmental science; Environmental chemistry; Chemistry","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":[0.001061739,0.0008139818,0.0005328626,0.002855527,0.002304565,0.002310216,0.001074912,0.0009047657,0.4670731],"category_scores_gemma":[0.007380832,0.0002265862,0.0005305556,0.001575066,0.0003631328,0.001638595,0.001580783,0.002052466,0.3173445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001577785,"about_ca_system_score_gemma":0.001777795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006794448,"about_ca_topic_score_gemma":0.009370808,"domain_scores_codex":[0.9995117,0.0000583377,0.00002957948,0.00007951719,0.0002759098,0.00004488589],"domain_scores_gemma":[0.9955979,0.0004634302,0.000128307,0.0003881364,0.002872505,0.0005497243],"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":[0.00001999812,0.00001658848,0.00007074335,0.00004884879,0.000001096831,0.00003160563,0.00002680323,0.0000367013,0.0001161397,0.001714944,0.9671002,0.0308164],"study_design_scores_gemma":[0.000003086933,0.000008671335,0.0003155759,0.00005155582,0.000001328337,0.0000259167,0.0000409584,0.00002333034,0.00009477486,0.001248572,0.9981833,0.000002888305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001455686,0.007499376,0.007329001,0.02485429,0.2437479,0.0008680827,0.01353389,0.00148018,0.6992315],"genre_scores_gemma":[0.002935935,0.002146635,0.001411369,0.003143855,0.0141248,0.0001817832,0.004860913,0.0004057796,0.970789],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4670731,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439077104502619,"score_gpt":0.2782103970418873,"score_spread":0.2638196259968612,"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."}}