{"id":"W6931274613","doi":"10.5281/zenodo.4558813","title":"Okanagrion beardi Archibald & Cannings & Erickson & Bybee & Mathewes 2021, new species","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Paratype; Margin (machine learning); Wing; Holotype","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":[0.0001667173,0.0007083876,0.0003808244,0.001760469,0.002546829,0.0008454053,0.000818321,0.0005723518,0.01511126],"category_scores_gemma":[0.0002325515,0.0002735203,0.0002198586,0.001274548,0.0007350078,0.001387971,0.001249444,0.001025575,0.003772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408516,"about_ca_system_score_gemma":0.0007694539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0266946,"about_ca_topic_score_gemma":0.09976154,"domain_scores_codex":[0.9998586,0.000006094861,0.00001244319,0.00005270728,0.00004375992,0.00002645902],"domain_scores_gemma":[0.9998951,0.00001459178,0.00003597627,0.00001433176,0.00002780837,0.00001217856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006262412,0.0001454946,0.04505819,0.001262727,0.0001284821,0.003962986,0.007596951,0.0006236688,0.03151537,0.008577704,0.05566397,0.8448382],"study_design_scores_gemma":[0.00004108627,0.0001092834,0.1809236,0.0005805049,0.0001970849,0.00435749,0.003591039,0.0002370169,0.001410112,0.00136729,0.8071344,0.00005116571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3007846,0.02120745,0.003727808,0.001104063,0.001286562,0.0005327766,0.006772242,0.0008174349,0.6637672],"genre_scores_gemma":[0.7922004,0.01048977,0.01343599,0.001418149,0.000467054,0.0004217155,0.007423666,0.0001933089,0.1739499],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0266946,"threshold_uncertainty_score":0.05307841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02959707967468464,"score_gpt":0.2428230173913141,"score_spread":0.2132259377166295,"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."}}