{"id":"W2906306072","doi":"10.1016/j.scitotenv.2018.12.265","title":"Assessment of environmentally contaminated sediment using a contact assay with early life stage zebrafish (Danio rerio)","year":2018,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada; McGill University","funders":"Fisheries and Oceans Canada","keywords":"Danio; Contamination; Sediment; Environmental science; Environmental chemistry; Zebrafish; Ecotoxicology; Benthic zone; Biology; Ecology; Chemistry","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":[0.0001965933,0.0003877982,0.0001648379,0.0003155982,0.0002439731,0.0002502132,0.0002210987,0.0005189528,0.0007315044],"category_scores_gemma":[0.0002661435,0.0001787627,0.0002885489,0.0001984542,0.0002152948,0.0001659457,0.0003337344,0.0002732138,0.0001549004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002692177,"about_ca_system_score_gemma":0.0004376824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003536941,"about_ca_topic_score_gemma":0.01015966,"domain_scores_codex":[0.9997435,0.00003746411,0.00002391776,0.00005434691,0.0001088893,0.00003175674],"domain_scores_gemma":[0.9998052,0.00002406549,0.00006058684,0.00001214343,0.00007060113,0.00002755824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007262616,0.00002685761,0.00265119,0.00002564965,0.000009124963,0.0000459266,0.00003407307,0.00005397544,0.9963031,0.00001720494,0.00001503263,0.0007452324],"study_design_scores_gemma":[0.00001562083,0.003335814,0.05987891,0.00001438657,0.0001043918,0.0002603541,0.0001804509,0.0007323911,0.9344314,0.00004781742,0.00098221,0.00001643816],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996659,0.0002889927,0.002224252,0.00003119725,0.00001060893,0.00002474146,0.0001021721,0.00001795693,0.0006411254],"genre_scores_gemma":[0.9926479,0.0004223992,0.003855327,0.00005381169,0.000005917816,0.00003622016,0.0002044086,0.000006149166,0.002767912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003536941,"threshold_uncertainty_score":0.007032692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112000393657479,"score_gpt":0.2343619493783332,"score_spread":0.2231619100125853,"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."}}