{"id":"W2969518875","doi":"10.13102/sociobiology.v66i2.3491","title":"Necrophilous Ants (Hymenoptera: Formicidae) in Diverse Habitats in Taiwan","year":2019,"lang":"en","type":"article","venue":"Sociobiology","topic":"Forensic Entomology and Diptera Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and Technology, Taiwan; Taiwan Forestry Research Institute; Terry Fox Research Institute; Kagoshima University","keywords":"Biology; Hymenoptera; Habitat; Fauna; Checklist; Ecology; Zoology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001686438,0.0001236412,0.0002588686,0.00002345542,0.00006092382,0.000005677308,0.0001510082,0.0001886683,0.0004069433],"category_scores_gemma":[0.00002588681,0.00005100165,0.00005148678,0.0001597276,0.0001604487,0.00006789242,0.0001172673,0.0001717678,0.0003564513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000434871,"about_ca_system_score_gemma":0.000005356295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003829283,"about_ca_topic_score_gemma":0.005833456,"domain_scores_codex":[0.9990166,0.00008759403,0.000191883,0.0002783277,0.00004379025,0.0003817691],"domain_scores_gemma":[0.999764,0.0000948357,0.00004849208,0.00004488878,0.00001837169,0.00002945817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000517482,0.00006381372,0.9752212,0.000003527152,0.000008202207,0.00002710277,0.0006762766,0.00000280789,0.01187827,0.0009559951,0.0001856963,0.01092532],"study_design_scores_gemma":[0.0005430076,0.0004223724,0.9894069,0.00001411931,0.000002479978,0.000007993464,0.002189621,0.000006559806,0.0001482381,0.005374541,0.001715078,0.0001690361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928014,0.0002568595,6.650478e-8,0.001992087,0.0003334513,0.000188233,0.00001338442,0.00002411484,0.004390363],"genre_scores_gemma":[0.9989249,0.00003017973,0.00001846533,0.0006631486,0.00005273213,0.00001134144,0.00003565515,5.999759e-7,0.0002630223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01418572,"threshold_uncertainty_score":0.4581579,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01532253277540705,"score_gpt":0.232835342308031,"score_spread":0.2175128095326239,"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."}}