{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003072729,0.0001418182,0.0001845686,0.00003511816,0.001290635,0.0002043323,0.001024901,0.00004876072,0.000245861],"category_scores_gemma":[0.00008856022,0.00005596139,0.00007144532,0.0005432078,0.0002973091,0.0003523584,0.001199667,0.0001890674,0.00004802834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003451742,"about_ca_system_score_gemma":0.00004715968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004063492,"about_ca_topic_score_gemma":0.001074868,"domain_scores_codex":[0.9986478,0.00007606586,0.0001942742,0.0003404974,0.0004485375,0.0002928016],"domain_scores_gemma":[0.999258,0.0001322239,0.0001948399,0.000184351,0.00006710733,0.0001634818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001990331,0.00008008605,0.3876618,0.000006319877,0.00006513253,0.00004094641,0.0004719902,0.00000609685,0.4485663,0.0000273579,0.14743,0.01544496],"study_design_scores_gemma":[0.0004409971,0.0001306133,0.9810327,0.00006437926,0.00004906586,0.00003371918,0.0009358111,0.00003960024,0.005145737,0.000108461,0.01185235,0.0001665329],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928825,0.0001827676,0.00002440866,0.001608338,0.000325854,0.0001179215,0.004783863,0.00001591119,0.00005836952],"genre_scores_gemma":[0.9982947,0.0005875335,0.0002597276,0.000162793,0.000257848,4.612695e-7,0.0003231702,6.336019e-7,0.000113196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.593371,"threshold_uncertainty_score":0.9926653,"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."}}