{"id":"W6887353640","doi":"10.15468/t2zwck","title":"A new species of Corethrella Coquillett (Diptera: Corethrellidae) from Death Valley, California, United States of America","year":2024,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nearctic ecozone; Midge; Key (lock); Genus; Taxonomy (biology); Nomenclature","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004832282,0.001013,0.0009430076,0.004548356,0.001323063,0.001400855,0.001816583,0.001070594,0.05169872],"category_scores_gemma":[0.002038174,0.0005509211,0.0005062101,0.006311131,0.0003925788,0.001468072,0.001451362,0.001464556,0.03225904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001424438,"about_ca_system_score_gemma":0.002071664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05454504,"about_ca_topic_score_gemma":0.1561085,"domain_scores_codex":[0.9993222,0.00005060455,0.00006272484,0.0002347302,0.0002299963,0.00009969298],"domain_scores_gemma":[0.9985191,0.0003346842,0.0003165558,0.0002342277,0.0004165202,0.0001789436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001105661,0.00003489292,0.007261855,0.001522385,0.00004477696,0.00007459179,0.0001577404,0.0002853074,0.0005571527,0.0006323454,0.9765425,0.0127759],"study_design_scores_gemma":[0.00005646707,0.000007542942,0.01736704,0.0002500797,0.00002594506,0.00005764358,0.0001533243,0.0001182419,0.0002100268,0.0003035832,0.98143,0.00001998867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008656527,0.0001491525,0.0001082315,0.00005005613,0.00003231157,0.00001186285,0.9961842,0.000180323,0.002418228],"genre_scores_gemma":[0.001807995,0.0001097248,0.0006681804,0.00004883531,0.000008506934,0.00006621231,0.995813,0.00005424833,0.001423374],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05454504,"threshold_uncertainty_score":0.1729494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04373241006575771,"score_gpt":0.3053076720234695,"score_spread":0.2615752619577117,"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."}}