{"id":"W2022011206","doi":"10.1890/03-3070","title":"VARIABLE BREEDING PHENOLOGY AFFECTS THE EXPOSURE OF AMPHIBIAN EMBRYOS TO ULTRAVIOLET RADIATION and OPTICAL CHARACTERISTICS OF NATURAL WATERS PROTECT AMPHIBIANS FROM UV-B IN THE U.S. PACIFIC NORTHWEST: COMMENT","year":2004,"lang":"en","type":"article","venue":"Ecology","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Amphibian; Phenology; Ultraviolet B radiation; Ecology; Biology; Ultraviolet radiation; Environmental science; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003859577,0.0001103198,0.0002266416,0.00003958702,0.0001310422,0.000007340127,0.0002180306,0.00008916933,0.00005680399],"category_scores_gemma":[0.00008629156,0.00007235481,0.00002128026,0.0001432473,0.0003557568,0.00005444979,0.0001430226,0.0001614988,0.0000109749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000078771,"about_ca_system_score_gemma":0.00000750261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004012565,"about_ca_topic_score_gemma":0.005957953,"domain_scores_codex":[0.9991012,0.0001277313,0.0002191297,0.0002143758,0.00008998709,0.0002475565],"domain_scores_gemma":[0.9994432,0.0002527736,0.000106971,0.0001681603,0.000006116221,0.00002276357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008157681,0.0002022586,0.9851725,0.00001873576,0.00005330811,0.0000145094,0.005210072,0.0005295887,0.005131792,0.00142994,0.001203998,0.0009517844],"study_design_scores_gemma":[0.0005649299,0.0004626119,0.9964074,0.000009002843,0.00002663386,0.000005691882,0.0009820715,0.0000213783,0.0005562971,0.0005557985,0.000332749,0.00007539194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984386,0.000007573936,0.00009011343,0.01416985,0.0001636012,0.0007421641,0.00001163771,0.000007623878,0.0004214375],"genre_scores_gemma":[0.9974911,0.00002343256,0.0004473133,0.001884728,0.00002211211,0.0000940688,0.00001823238,0.000005362862,0.00001370771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01310504,"threshold_uncertainty_score":0.3324678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005229176039663225,"score_gpt":0.1902330902781898,"score_spread":0.1850039142385266,"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."}}