{"id":"W1981495266","doi":"10.1016/s0045-6535(03)00186-3","title":"Cyst-based toxicity tests XVI––sensitivity comparison of the solid phase Heterocypris incongruens microbiotest with the Hyalella azteca and Chironomus riparius contact assays on freshwater sediments from Peninsula Harbour (Ontario, Canada)","year":2003,"lang":"en","type":"article","venue":"Chemosphere","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Hyalella azteca; Midge; Chironomus riparius; Ostracod; Biology; Sediment; Chironomidae; Crustacean; Ecology; Chironomus; Ecotoxicology; Bioaccumulation; Amphipoda; Larva; Zoology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002905886,0.0004070563,0.0003501534,0.0004930167,0.0004666091,0.0004346796,0.0004157327,0.000342513,0.001136188],"category_scores_gemma":[0.0003959507,0.0002555645,0.0003139378,0.0005003137,0.0003428758,0.0001604728,0.000455945,0.0003254396,0.0003810437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139475,"about_ca_system_score_gemma":0.001114214,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1033465,"about_ca_topic_score_gemma":0.1753201,"domain_scores_codex":[0.9993813,0.00005794552,0.00005744537,0.0001210453,0.000293168,0.00008910815],"domain_scores_gemma":[0.9994697,0.00009570223,0.00008118255,0.00004492383,0.0002138541,0.00009473315],"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":[0.0002849033,0.00004376474,0.007160984,0.00004538656,0.00001360567,0.00003831767,0.00009806442,0.000170764,0.9897062,0.00002927072,0.00005798827,0.00235078],"study_design_scores_gemma":[0.00001473753,0.001304718,0.09459161,0.0000127383,0.00004557039,0.0001686023,0.0002073741,0.000814698,0.9011546,0.0000231781,0.001649113,0.0000130833],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995979,0.0002904868,0.001121637,0.00002769703,0.000007522987,0.00004776207,0.0007609692,0.00002295472,0.001741956],"genre_scores_gemma":[0.9873022,0.0005642189,0.00381726,0.00003735301,0.000005755848,0.00004762657,0.003211619,0.00001465432,0.004999394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8966535,"threshold_uncertainty_score":0.2054899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007854662871262439,"score_gpt":0.2254406173326143,"score_spread":0.2175859544613519,"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."}}