{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001736758,0.0003011114,0.0002367605,0.0002196217,0.0008535206,0.0003869304,0.001214552,0.002956892,0.01079162],"category_scores_gemma":[0.006505727,0.00009957437,0.0004143833,0.0003520291,0.0009051188,0.0006739907,0.0003469675,0.00162527,0.001886778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008305114,"about_ca_system_score_gemma":0.0007880286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03491085,"about_ca_topic_score_gemma":0.03953913,"domain_scores_codex":[0.9996119,0.00009539344,0.00005165423,0.0001218297,0.00008356482,0.00003581917],"domain_scores_gemma":[0.991868,0.00503871,0.0006259538,0.0003547832,0.001733365,0.0003792659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001192943,0.0002075219,0.1935899,0.0008051615,0.00016735,0.00395096,0.00232966,0.0007822122,0.005288053,0.003082709,0.7261242,0.06247933],"study_design_scores_gemma":[0.0003256175,0.001483095,0.5591337,0.0008942214,0.0003873735,0.00720088,0.006921509,0.00255065,0.01125091,0.00991415,0.3997049,0.0002330494],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1343139,0.004514893,0.001980196,0.8044838,0.01526119,0.0001087761,0.00300426,0.0003434012,0.03598962],"genre_scores_gemma":[0.6032331,0.006044337,0.002481783,0.3201672,0.02203769,0.0001483647,0.001211762,0.0001116152,0.0445641],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03491085,"threshold_uncertainty_score":0.06941533,"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."}}