{"id":"W4392655434","doi":"10.3897/vz.74.e116992","title":"A new species of mud snake (Squamata: Homalopsidae: Myrrophis) from southern Vietnam","year":2024,"lang":"en","type":"article","venue":"Vertebrate Zoology","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ontario Museum","funders":"Đại học Quốc gia Hà Nội; Chinese Academy of Sciences; National Foundation for Science and Technology Development","keywords":"Squamata; Geography; Fishery; Geology; Zoology; 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":[0.0001147371,0.0002404578,0.0001983865,0.0006651246,0.001078368,0.0004092796,0.0002106258,0.0002459182,0.001599237],"category_scores_gemma":[0.0001385831,0.0001566325,0.0001605178,0.0003624534,0.0004079823,0.0002754821,0.0005292892,0.0002962942,0.0002019944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002881932,"about_ca_system_score_gemma":0.00027415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004372494,"about_ca_topic_score_gemma":0.008715457,"domain_scores_codex":[0.9999279,0.000009305069,0.000009060603,0.00002609171,0.00001227598,0.00001534782],"domain_scores_gemma":[0.999877,0.00001391324,0.00003091341,0.00000912724,0.00001946665,0.00004969975],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000780516,0.0003717451,0.6763977,0.0007581802,0.0002178633,0.02201719,0.02633611,0.0006444452,0.1435171,0.001170785,0.001553876,0.1262345],"study_design_scores_gemma":[0.00006618354,0.0007493269,0.9330797,0.0002177779,0.00009059029,0.02444105,0.01135842,0.001194922,0.002804872,0.0003867708,0.0255644,0.00004600477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972647,0.000203745,0.0004450426,0.00004445656,0.00003076738,0.00004133596,0.0001331985,0.00001807909,0.001818545],"genre_scores_gemma":[0.997881,0.0001343438,0.0009248144,0.00005438666,0.00001208528,0.00002287198,0.0002703402,0.000003248603,0.0006968932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004372494,"threshold_uncertainty_score":0.008694112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01059449954539352,"score_gpt":0.2092237586923833,"score_spread":0.1986292591469898,"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."}}