{"id":"W6929947534","doi":"10.5281/zenodo.10586704","title":"Linked collectors and determiners for: University of Alberta E. H. Strickland Entomological Museum (UASM).","year":2024,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Animal Genetics and Reproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Natural (archaeology); Attribution; Natural history","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":[0.0001966743,0.000134075,0.0001475891,0.0001119894,0.0004141791,0.00009899554,0.0003853452,0.0002106047,0.0005065525],"category_scores_gemma":[0.0002520541,0.0001351833,0.00006533309,0.0001540698,0.000175878,0.000003457186,0.0008027704,0.0001406222,0.0002231811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002414439,"about_ca_system_score_gemma":0.00000878709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006414269,"about_ca_topic_score_gemma":0.00001039681,"domain_scores_codex":[0.9989986,0.0000899569,0.0001370811,0.0004873106,0.0001147512,0.0001722379],"domain_scores_gemma":[0.999273,0.000009998294,0.00009244203,0.000312091,0.0002255623,0.00008690431],"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":[0.0001315412,0.00004607597,0.00000107971,0.0001507664,0.0000762507,0.000004091012,0.00004432116,0.000006291665,0.01214556,0.00001038233,0.9853591,0.002024488],"study_design_scores_gemma":[0.0003009238,0.0007746603,0.00005136556,0.00001970453,0.00006768243,0.00005117985,0.00007419718,0.00002524325,0.0004894685,0.00001306731,0.9979849,0.000147573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02888068,0.0007811232,0.0004108709,0.0003390295,0.0003051046,0.0009366685,0.9664363,0.00006868986,0.001841557],"genre_scores_gemma":[0.0211604,0.002123726,0.0001018989,0.00002174545,0.000247102,2.578793e-8,0.9737402,0.0003455976,0.002259347],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01262579,"threshold_uncertainty_score":0.5546394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02020026728149371,"score_gpt":0.2312533899721449,"score_spread":0.2110531226906512,"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."}}