{"id":"W1513464858","doi":"10.30906/1026-2296-1998-5-1-61-64","title":"A New Species of Mountain Stream Snake, Genus Opisthotropis Gunther, 1872 (Serpentes: Colubridae: Natricinae), from the Tropical Rain Forests of Southern Vietnam","year":2011,"lang":"en","type":"article","venue":"Russian Journal of Herpetology","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ontario Museum","funders":"","keywords":"Colubridae; Geography; Genus; Ophidia; Ecology; Biology","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":[0.0001211813,0.0005920567,0.000461392,0.001095584,0.001411244,0.0004279207,0.0004237115,0.0004832526,0.00238551],"category_scores_gemma":[0.0002421105,0.0003026529,0.0002405399,0.000685474,0.0008784931,0.0007656895,0.0007544233,0.00049496,0.0003078869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005544207,"about_ca_system_score_gemma":0.0003391412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008092724,"about_ca_topic_score_gemma":0.02424262,"domain_scores_codex":[0.9998795,0.00001191649,0.00001238803,0.00004363777,0.00002619024,0.00002629631],"domain_scores_gemma":[0.999868,0.00002919298,0.0000348525,0.00001216687,0.00001699115,0.00003869711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001089977,0.0004926984,0.5361466,0.001310086,0.0002872142,0.03868239,0.04136868,0.0007236025,0.07459256,0.001342084,0.004409416,0.2995547],"study_design_scores_gemma":[0.00005964006,0.0007179321,0.9327893,0.0001694529,0.0001442235,0.02951395,0.008459728,0.0006345774,0.001342233,0.0004193336,0.02570871,0.00004089396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942169,0.001024726,0.0005797023,0.0001287146,0.0001095921,0.00006975622,0.0002065266,0.00002780605,0.003636236],"genre_scores_gemma":[0.9956236,0.0008959253,0.001053039,0.0002050667,0.0000616213,0.0000392653,0.0004092143,0.000008063831,0.001704193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008092724,"threshold_uncertainty_score":0.01609123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553111935372662,"score_gpt":0.216523329578477,"score_spread":0.2009922102247504,"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."}}