{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002398555,0.0002208586,0.0006467096,0.00006975285,0.00007459617,0.000007196266,0.0008164066,0.0002046403,0.009065755],"category_scores_gemma":[0.0001014991,0.0001349921,0.0002905073,0.0001975234,0.0009249463,0.00007402057,0.0001595819,0.0003121,0.0001165405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001005099,"about_ca_system_score_gemma":0.0001128207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082568,"about_ca_topic_score_gemma":0.001970703,"domain_scores_codex":[0.9978533,0.0003654556,0.00088299,0.0002413502,0.0002988325,0.000358101],"domain_scores_gemma":[0.9983237,0.0001840735,0.0009174671,0.0003730527,0.00002388546,0.0001778699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007734651,0.000260787,0.9720479,0.0000117179,0.0001873563,0.0001622702,0.003118217,0.00003408802,0.003721597,0.001469706,0.006758469,0.01145439],"study_design_scores_gemma":[0.001692961,0.001486724,0.9637293,0.00007285021,0.0001224125,0.0004174873,0.001876136,0.00005068379,0.002183115,0.003275956,0.02485835,0.0002340567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905908,0.001233905,0.001978897,0.0009101778,0.0003042084,0.000186047,0.00004988268,0.000007855228,0.004738296],"genre_scores_gemma":[0.9945536,0.000156131,0.004011321,0.0001261748,0.0002020987,0.000001632485,0.000002650311,0.00002076485,0.0009256712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01809988,"threshold_uncertainty_score":0.9918401,"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."}}