{"id":"W6943552604","doi":"10.15468/hkskhr","title":"Utah Valley University Herbarium","year":2024,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herbarium; Genus; Desert (philosophy); Elevation (ballistics); Botanical garden","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":[0.001607582,0.0008555635,0.001198311,0.005313657,0.00167325,0.001828758,0.002184518,0.0009261165,0.149624],"category_scores_gemma":[0.007345232,0.0004069737,0.0003734247,0.009482967,0.0003609686,0.001587614,0.001660639,0.001202951,0.1001307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001697915,"about_ca_system_score_gemma":0.005008955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03539957,"about_ca_topic_score_gemma":0.08031993,"domain_scores_codex":[0.998484,0.0001765912,0.0001980865,0.0004653359,0.0005084039,0.0001677162],"domain_scores_gemma":[0.9953625,0.0007761669,0.0003681645,0.0007120073,0.002471456,0.0003096208],"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":[0.00003101095,0.00001261592,0.0009946228,0.0002716494,0.000008945431,0.00001953541,0.00003629204,0.00004563682,0.000087951,0.0005729251,0.9916836,0.006235298],"study_design_scores_gemma":[0.00004053878,0.000004754944,0.005034576,0.0001802663,0.00001008715,0.00002370361,0.00007352949,0.00005748533,0.00008497491,0.0004714514,0.9940072,0.0000113992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002984169,0.00007330043,0.000119801,0.00009928043,0.00003257247,0.00003931321,0.9948071,0.0001543581,0.00437593],"genre_scores_gemma":[0.0008364054,0.000121774,0.0008085757,0.00009435692,0.00001627172,0.0002799938,0.9937664,0.000082692,0.003993511],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.149624,"threshold_uncertainty_score":0.5005422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03890957422072974,"score_gpt":0.3007789598285319,"score_spread":0.2618693856078022,"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."}}