{"id":"W4380433339","doi":"10.1670/22-028","title":"Geographic Variation in the Reproductive Phenology of a Widespread Amphibian","year":2023,"lang":"en","type":"article","venue":"Journal of Herpetology","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phenology; Biology; Geographic variation; Ecology; Amphibian; Life history theory; Overwintering; Variation (astronomy); Courtship; Reproduction; Metamorphosis; Habitat; Reproductive success; Life history; Larva; Zoology; Demography; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002213104,0.00008050885,0.00008740026,0.001342457,0.0001774084,0.000235224,0.0001307628,0.00007378739,0.00168556],"category_scores_gemma":[0.0006894002,0.0000670384,0.0001427628,0.0009863625,0.0001675979,0.0002058177,0.0002574891,0.00009193873,0.0001429633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001778079,"about_ca_system_score_gemma":0.0001235055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01358408,"about_ca_topic_score_gemma":0.05411372,"domain_scores_codex":[0.9998848,0.00002509292,0.00001144404,0.00004199348,0.00002360582,0.00001305685],"domain_scores_gemma":[0.9992387,0.0001112239,0.0004384036,0.000052245,0.0001109114,0.00004853412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001597629,0.00001065548,0.9831945,0.00002918427,0.0000784502,0.00004580772,0.0003613634,0.000119038,0.005862194,0.00005854763,0.0001581564,0.01006616],"study_design_scores_gemma":[2.279355e-7,0.000004427367,0.9995211,0.000001491795,0.000004527442,0.00004347897,0.0000948325,0.00003908763,0.00006258256,0.000008644512,0.0002187863,7.831276e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976173,0.0002778255,0.0003521871,0.00002780311,0.000002152643,0.000003666234,0.0007804263,0.00001389819,0.0009246062],"genre_scores_gemma":[0.9987245,0.0001225203,0.0003757817,0.000009446119,0.00000423954,0.000003372389,0.0005726182,0.0000032396,0.0001841878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01358408,"threshold_uncertainty_score":0.02701002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323688783677024,"score_gpt":0.2455841728565019,"score_spread":0.2323472850197316,"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."}}