{"id":"W6931176802","doi":"10.5281/zenodo.7893586","title":"Hipposideros kingstonae Wongwaiyut & Karapan & Saekong & Francis & Guillén-Servent & Senawi & Khan & Bates & Jantarit & Soisook 2023, sp. nov.","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Holotype; Swamp; BATES; Fish <Actinopterygii>; Skull","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":[0.00009262414,0.0007564332,0.0002825999,0.0009877679,0.001186993,0.0006386084,0.0003863371,0.0006468808,0.007638305],"category_scores_gemma":[0.000428304,0.0001919376,0.0001652076,0.001027343,0.0006684121,0.001230358,0.0009663574,0.0005884349,0.004493324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000641252,"about_ca_system_score_gemma":0.0009554196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01482682,"about_ca_topic_score_gemma":0.02972849,"domain_scores_codex":[0.9998584,0.000008292678,0.00001863962,0.0000387518,0.00005867401,0.0000173282],"domain_scores_gemma":[0.9998091,0.00002726366,0.00005922056,0.00002824101,0.00004877254,0.00002745898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008254409,0.0001914102,0.07740811,0.002863352,0.000214423,0.01686609,0.006930992,0.003012873,0.08294579,0.006490225,0.03178255,0.7704688],"study_design_scores_gemma":[0.0001910562,0.0002675022,0.3136492,0.001125835,0.0003522325,0.03336956,0.007739023,0.001266222,0.01643787,0.003542803,0.6219296,0.0001291908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6108065,0.02323944,0.007989843,0.001577063,0.001018285,0.000741702,0.008182122,0.0007503491,0.3456947],"genre_scores_gemma":[0.9360745,0.01016057,0.006299519,0.0006597255,0.0001616315,0.0001883008,0.003437706,0.00008637719,0.04293172],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01482682,"threshold_uncertainty_score":0.02948105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03626772982095276,"score_gpt":0.2607555682753109,"score_spread":0.2244878384543581,"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."}}