{"id":"W6924970434","doi":"10.15468/iq5tfc","title":"Cladotanytarsus Kieffer (Diptera: Chironomidae): several distinctive species reviewed on the basis of records from Canada and USA","year":2017,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Basis (linear algebra); Historical record; Taxonomy (biology); Identification (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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001764989,0.0002217368,0.0002927122,0.00002759746,0.0005020824,0.0002291258,0.001065978,0.00008576199,0.000147929],"category_scores_gemma":[0.0001042558,0.0001800853,0.00009359032,0.0001212679,0.0001553302,0.0005328365,0.0006114175,0.0001929556,0.0006567404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003139801,"about_ca_system_score_gemma":0.0003512014,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4003839,"about_ca_topic_score_gemma":0.08823965,"domain_scores_codex":[0.9987696,0.00007802552,0.0003361911,0.0002532509,0.0004182181,0.0001446529],"domain_scores_gemma":[0.9980534,0.0001766579,0.0005413257,0.0009083238,0.0002306538,0.00008963059],"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":[0.00001976811,0.00001734695,0.001558967,0.00002910546,0.00004428556,3.83549e-7,0.00004147775,0.00002317891,4.98275e-8,0.00009754102,0.9947571,0.003410755],"study_design_scores_gemma":[0.0001662864,0.000020531,0.1497026,0.00001198196,0.00002767996,5.521191e-7,0.0000138894,0.00006269608,0.000002936359,0.0001650926,0.8496442,0.0001814946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01024179,0.00001282083,0.0007044651,0.001044109,0.0003297473,0.000329325,0.9868692,0.00001057346,0.0004579765],"genre_scores_gemma":[0.008861735,0.00005498235,0.00007910988,0.0007407013,0.00001265707,0.000007590446,0.9902399,1.378965e-7,0.000003236871],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3121443,"threshold_uncertainty_score":0.9283976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722694893085459,"score_gpt":0.2148151156232862,"score_spread":0.1975881666924316,"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."}}