{"id":"W2085104074","doi":"10.1007/s10646-005-0022-8","title":"A Test Battery Approach for the Ecotoxicological Evaluation of Estuarine Sediments","year":2005,"lang":"en","type":"article","venue":"Ecotoxicology","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":80,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Fogarty International Center; Athlone Institute of Technology","keywords":"Bioassay; Salinity; Ecotoxicology; Environmental chemistry; Sediment; Estuary; Ecotoxicity; Environmental science; Algae; Trophic level; Toxicity; Biology; Ecology; 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":[0.0009931495,0.00104428,0.0006714838,0.001193586,0.0006028803,0.0009275366,0.001564119,0.0009824305,0.002441698],"category_scores_gemma":[0.001608931,0.000272327,0.0006482855,0.0008381431,0.0003875923,0.0006989191,0.0009389346,0.0005454929,0.001216396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006721757,"about_ca_system_score_gemma":0.001310533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003519344,"about_ca_topic_score_gemma":0.005440124,"domain_scores_codex":[0.9992031,0.00022059,0.00006776405,0.00008422409,0.0003748489,0.00004942603],"domain_scores_gemma":[0.9992421,0.000135841,0.00007966947,0.0001120674,0.0003803443,0.00004999729],"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":[0.001111719,0.001573542,0.01402357,0.0006651195,0.0001925185,0.0006879343,0.000208761,0.01361385,0.7231002,0.004948451,0.003346963,0.2365274],"study_design_scores_gemma":[0.0002875209,0.01697352,0.0158567,0.0001818071,0.0006307266,0.003299966,0.000509224,0.07048627,0.8430615,0.00914474,0.03940846,0.0001594941],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3152429,0.003161405,0.6459543,0.0005683147,0.0002832441,0.002941428,0.003584143,0.00173714,0.02652724],"genre_scores_gemma":[0.712711,0.007323793,0.2322357,0.001038081,0.0000860668,0.004562363,0.004294849,0.0001468723,0.03760129],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003519344,"threshold_uncertainty_score":0.00816834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03507186160992851,"score_gpt":0.2827372154763515,"score_spread":0.247665353866423,"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."}}