{"id":"W4283640664","doi":"10.30906/1026-2296-2022-29-3-137-148","title":"Phylogeography of the Hong Kong Whipping Frog (<i>Polypedates megacephalus</i>) throughout Hainan Island, China","year":2022,"lang":"en","type":"article","venue":"Russian Journal of Herpetology","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum","funders":"","keywords":"Biological dispersal; Pleistocene; Phylogeography; Glacial period; Ecology; Geography; Interglacial; Population; Mainland China; Refugium (fishkeeping); China; Biology; Paleontology; Archaeology; Phylogenetics; Demography","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":[],"category_scores_codex":[0.0007366733,0.0002592668,0.000598726,0.0001551731,0.0005550023,0.00001644927,0.001087451,0.0001440163,0.00318294],"category_scores_gemma":[0.00005346242,0.000172686,0.0004701434,0.0005307003,0.001044134,0.0001568933,0.0006267769,0.0006002613,0.00003468243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001301339,"about_ca_system_score_gemma":0.00007295248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003286525,"about_ca_topic_score_gemma":0.0002224002,"domain_scores_codex":[0.9972026,0.0007117708,0.0007650416,0.0003315018,0.0004425874,0.0005465233],"domain_scores_gemma":[0.9983416,0.0001008513,0.0009630121,0.0004433288,0.00001340917,0.0001377993],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005854837,0.0008664678,0.7528262,0.00005394631,0.0006858125,0.0005026846,0.00602208,0.004035729,0.1889147,0.01032716,0.01642573,0.01875396],"study_design_scores_gemma":[0.002176298,0.001431398,0.7651978,0.00006777055,0.0001961767,0.003322067,0.0008386798,0.000389814,0.002566024,0.004417477,0.2187878,0.0006087628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769555,0.003170836,0.0003190014,0.003576922,0.001523521,0.0002170868,0.00003699275,0.00001790736,0.01418226],"genre_scores_gemma":[0.998196,0.0001846218,0.000622498,0.0003129359,0.0001631406,0.00000644116,0.000004594626,0.00002726419,0.000482491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.202362,"threshold_uncertainty_score":0.9977283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005651833452991431,"score_gpt":0.2136697245832552,"score_spread":0.2080178911302638,"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."}}