{"id":"W4362734976","doi":"10.3897/bdj.11.e101579","title":"A new semi-slug of the genus Microparmarion from Brunei, discovered, described and DNA-barcoded on citizen-science 'taxon expeditions' (Gastropoda, Stylommatophora, Ariophantidae)","year":2023,"lang":"en","type":"article","venue":"Biodiversity Data Journal","topic":"Mollusks and Parasites Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital","funders":"Universiti Brunei Darussalam","keywords":"DNA barcoding; Gastropoda; Taxon; Biology; Genus; Slug; Ecology; Phylogenetic tree; National park; Zoology","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":[0.00006863826,0.000266746,0.0001590773,0.001042481,0.0007633239,0.0002459185,0.0003245476,0.0003571247,0.001567205],"category_scores_gemma":[0.0002003557,0.0002394183,0.0001594006,0.0004192019,0.0006243513,0.000376317,0.0005804343,0.0003913387,0.0003063281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003471392,"about_ca_system_score_gemma":0.0003388229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008199435,"about_ca_topic_score_gemma":0.0382132,"domain_scores_codex":[0.9999391,0.000004578601,0.000007365858,0.00002594355,0.00001031356,0.0000126827],"domain_scores_gemma":[0.9999079,0.00001094254,0.00004370944,0.000006751002,0.000009133739,0.00002155809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008852313,0.0001409215,0.3733625,0.001285896,0.00008408373,0.02318803,0.02105789,0.0003687458,0.3075779,0.002140914,0.003186568,0.2667215],"study_design_scores_gemma":[0.0000307591,0.000608313,0.921531,0.0003501536,0.00007398221,0.02218568,0.004269645,0.0004561291,0.004159193,0.0004659994,0.04581046,0.00005874781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861541,0.00213006,0.001300606,0.0001865635,0.00005866526,0.0001075858,0.0004268161,0.00008125631,0.009554454],"genre_scores_gemma":[0.9902608,0.000797792,0.005970658,0.0001951115,0.00002691329,0.00004730565,0.0003815427,0.0000108703,0.002309012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008199435,"threshold_uncertainty_score":0.01630342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04740058854262116,"score_gpt":0.2334299825653239,"score_spread":0.1860293940227027,"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."}}