{"id":"W2535000793","doi":"10.1016/j.ecoenv.2016.10.018","title":"A novel apparatus for evaluating contaminant effects on feeding activity and heart rate in Daphnia spp.","year":2016,"lang":"en","type":"article","venue":"Ecotoxicology and Environmental Safety","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"Alberta Innovates","keywords":"Daphnia magna; Heart rate; Biology; Daphnia; Toxicity; Cladocera; Ventilation (architecture); Zoology; Ecology; Physiology; Animal science; Toxicology; Internal medicine; Endocrinology; Medicine; Crustacean","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001052723,0.0003783537,0.0004929909,0.00008035074,0.0004751574,0.00001411061,0.0001451929,0.0004138746,0.0009013526],"category_scores_gemma":[0.0001160838,0.000303888,0.00008574576,0.00008293967,0.0008649893,0.0002820078,0.0003845009,0.0002684628,0.0001697665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005334237,"about_ca_system_score_gemma":0.000007118285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001654873,"about_ca_topic_score_gemma":0.000253948,"domain_scores_codex":[0.9975507,0.0002620871,0.0003567461,0.0009427074,0.000134758,0.0007530611],"domain_scores_gemma":[0.9980345,0.001371998,0.0001440825,0.0002343136,7.307083e-7,0.0002143151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008168334,0.0003822472,0.07579308,0.00001714771,0.00002647584,0.00001014031,0.00009428091,0.00007225538,0.9045286,0.00006909914,0.0001398875,0.01804994],"study_design_scores_gemma":[0.004649811,0.002117761,0.8908337,0.00004265308,0.00003258062,0.00006508068,0.00005094066,0.0005780341,0.09826756,0.0003422911,0.002617609,0.0004020295],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958347,0.00007464094,0.0005881457,0.001021223,0.0002464177,0.001319602,0.00006084258,0.00002682134,0.0008276232],"genre_scores_gemma":[0.9963065,0.0002411666,0.0008635004,0.001271079,0.00005048874,0.0003884657,0.000008924711,0.00003296039,0.0008369241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8150406,"threshold_uncertainty_score":0.9999413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01463679722799463,"score_gpt":0.2572741906034471,"score_spread":0.2426373933754525,"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."}}