{"id":"W3188621057","doi":"10.1007/s10646-021-02457-8","title":"Identifying physiological traits of species resilience against environmental stress in freshwater mussels","year":2021,"lang":"en","type":"article","venue":"Ecotoxicology","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Dreissena; Mussel; Biology; Longevity; Freshwater bivalve; Ecology; Lipid peroxidation; Oxidative stress; Zoology; Bivalvia; Mollusca; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001673402,0.000139527,0.0002785782,0.00003717197,0.00007743388,0.000007176286,0.0002496275,0.0002008444,0.04218648],"category_scores_gemma":[0.00004791607,0.0001262461,0.0000637369,0.0001399704,0.0005967589,0.0001443045,0.0003050472,0.0002120707,0.0009092215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001294027,"about_ca_system_score_gemma":0.00001711309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009331167,"about_ca_topic_score_gemma":0.002308837,"domain_scores_codex":[0.9985044,0.0002148287,0.0003496096,0.0004131434,0.0001465347,0.0003714859],"domain_scores_gemma":[0.9995849,0.00007950173,0.00009727689,0.0001772985,0.000002754469,0.00005823337],"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":[0.00001014424,0.0004585396,0.2275238,0.0000053233,0.000004846276,0.000169471,0.0004194868,0.0003821199,0.7695176,0.00005992113,0.0008499124,0.0005988111],"study_design_scores_gemma":[0.000301633,0.00008357825,0.7157663,0.00000726482,0.000006382484,0.00000956243,0.0005134349,0.0002111382,0.2824041,0.0003186608,0.0002576551,0.0001203216],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968621,0.00002596793,0.00003204179,0.0001136307,0.0001662043,0.0001531411,0.0000331889,0.00001191768,0.002601773],"genre_scores_gemma":[0.9972576,0.00003559457,0.0007877653,0.0003723578,0.00002522041,0.00002870686,0.00002680942,0.000007791435,0.00145809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4882425,"threshold_uncertainty_score":0.9998687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0233914525470641,"score_gpt":0.24177710854373,"score_spread":0.2183856559966659,"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."}}