{"id":"W3157121257","doi":"10.11646/zootaxa.4966.3.2","title":"A new species of Ahaetulla Link, 1807 (Squamata: Colubridae) from the Mekong Delta, Vietnam","year":2021,"lang":"en","type":"article","venue":"Zootaxa","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum","funders":"","keywords":"Biology; Colubridae; Squamata; Anatomy; Appendage; Snout; Zoology; Dorsum","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":["insufficient_payload"],"category_scores_codex":[0.0001108615,0.0001191418,0.0001939677,0.000007271946,0.0001014902,0.00002253901,0.0003063248,0.00009722306,0.01704109],"category_scores_gemma":[0.00008172209,0.00008164118,0.0001046975,0.0001725441,0.0002788689,0.00005516177,0.0003348198,0.0001253543,0.00120205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004790499,"about_ca_system_score_gemma":0.00004510862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001601241,"about_ca_topic_score_gemma":0.002255116,"domain_scores_codex":[0.9989659,0.00008708559,0.0002254133,0.0002922495,0.0002083565,0.000220995],"domain_scores_gemma":[0.9992491,0.0001340122,0.0001081858,0.000405773,0.00001036171,0.00009255458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006372097,0.000140217,0.4336162,0.00001306939,0.0001263063,0.0001242234,0.002444363,0.0001778445,0.06712251,0.002034712,0.3213212,0.1728156],"study_design_scores_gemma":[0.0002700841,0.0000360224,0.2172466,0.00001836205,0.00002256025,0.00001022139,0.0004473693,0.00006875261,0.009660642,0.0001958598,0.7718849,0.0001386875],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9370259,0.001035642,0.001017704,0.003641802,0.0004942701,0.0001758161,0.00005882568,0.00003766296,0.05651239],"genre_scores_gemma":[0.9756696,0.0001546174,0.002165616,0.0007413271,0.0004013333,0.000003846362,0.00003385725,0.00001394403,0.02081587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4505636,"threshold_uncertainty_score":0.9995756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01398685030266598,"score_gpt":0.2167907673219092,"score_spread":0.2028039170192433,"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."}}