{"id":"W6906105695","doi":"10.15468/xoszzu","title":"Assembly of a Phragmites - associated Chloropidae (Diptera) fauna in North America: the Palearctic genus Cryptonevra Lioy in the Nearctic, and the genus Lipara Meigen in Canada","year":2015,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fauna; Phragmites; Genus; Key (lock); Taxonomy (biology)","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":[0.0007177404,0.001049326,0.0009303103,0.007102419,0.001326503,0.001658811,0.002023364,0.0007767063,0.01766377],"category_scores_gemma":[0.003450259,0.0006193715,0.0005622751,0.01250432,0.0004655362,0.0008407796,0.002119473,0.001470729,0.0114531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005772669,"about_ca_system_score_gemma":0.00831202,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6394621,"about_ca_topic_score_gemma":0.8005598,"domain_scores_codex":[0.9992962,0.00003746013,0.00006064511,0.0001806667,0.0002704669,0.000154592],"domain_scores_gemma":[0.9973871,0.0002688762,0.000363711,0.0002602453,0.001287804,0.000432246],"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":[0.00007287996,0.00002135097,0.01753595,0.001178966,0.0001163965,0.00005412695,0.0003849108,0.0004471359,0.0004185095,0.001017179,0.9696405,0.009112135],"study_design_scores_gemma":[0.00008621515,0.000009513709,0.1231754,0.0008647573,0.0000772183,0.00008064749,0.0005323524,0.0003395118,0.000425954,0.0005869113,0.8737757,0.00004587336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007014501,0.00009720242,0.00004200274,0.00002893523,0.000006765936,0.000005405593,0.9983309,0.00008844872,0.000698862],"genre_scores_gemma":[0.001540422,0.00008840242,0.0002861666,0.0000146497,0.000001865761,0.00002730255,0.9976237,0.00002767765,0.0003897677],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3605379,"threshold_uncertainty_score":0.7253224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01482883968444244,"score_gpt":0.2119174489257335,"score_spread":0.197088609241291,"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."}}