{"id":"W2728070550","doi":"","title":"Development of an Acute Biotic Ligand Model for Ni Toxicity to Daphnia pulex in Soft Water: Effects of Ca, Mg, Na, K, Cl, pH and Dissolved Organic Matter","year":2007,"lang":"en","type":"article","venue":"MacSphere (McMaster University)","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Daphnia pulex; Daphnia; Biotic Ligand Model; Soft water; Acute toxicity; Toxicity; Chemistry; Environmental chemistry; Organic matter; Ligand (biochemistry); Dissolved organic carbon; Biology; Ecology; Biochemistry; Crustacean; Organic chemistry; Receptor","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002884994,0.0007484939,0.0007024753,0.0003281056,0.0002762198,0.0005556375,0.0008282047,0.0005891857,0.0009996369],"category_scores_gemma":[0.0001884644,0.0003370651,0.0005541138,0.0002739765,0.0003038545,0.0005144236,0.0005949127,0.001053253,0.000374287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000848,"about_ca_system_score_gemma":0.0007840519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007448493,"about_ca_topic_score_gemma":0.01158682,"domain_scores_codex":[0.9997618,0.00002673834,0.00002216688,0.00007543358,0.00008078129,0.00003306448],"domain_scores_gemma":[0.9998179,0.0000293503,0.00004072166,0.00002570706,0.0000468375,0.00003944478],"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":[0.0001325156,0.00006095826,0.0009518364,0.0001685781,0.00001219908,0.00005681458,0.00003119162,0.001131898,0.9954796,0.00009496757,0.0000482289,0.00183119],"study_design_scores_gemma":[0.00007412119,0.003096365,0.01047311,0.00002935605,0.0001207716,0.0001688707,0.0002426588,0.02604597,0.9538505,0.0003361289,0.005517694,0.00004436967],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602895,0.001551878,0.0329213,0.0002812446,0.0001018369,0.0005568007,0.001848443,0.0002174486,0.00223151],"genre_scores_gemma":[0.951376,0.00226625,0.0362801,0.0002040155,0.00002437466,0.0009460617,0.001905672,0.00002957473,0.006968026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007448493,"threshold_uncertainty_score":0.01481026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007174254999083161,"score_gpt":0.1940582569826556,"score_spread":0.1868840019835724,"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."}}