{"id":"W6931508457","doi":"10.5281/zenodo.5213984","title":"Hypomma fulvum","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Marsh; Biodiversity; Taxon; Nature reserve; Taxonomy (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001451952,0.000776794,0.0002527155,0.001582332,0.001639441,0.0003801505,0.0004674619,0.0006175975,0.01725649],"category_scores_gemma":[0.0003848763,0.0002180744,0.0001350385,0.0005949161,0.000477067,0.001380746,0.0009962465,0.0005903584,0.005299514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000576393,"about_ca_system_score_gemma":0.0002186024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006132291,"about_ca_topic_score_gemma":0.009755921,"domain_scores_codex":[0.9998735,0.00002345037,0.000008205691,0.00004023006,0.0000318918,0.00002265867],"domain_scores_gemma":[0.9998561,0.0000276438,0.0000607422,0.00001284097,0.00002380905,0.00001876339],"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":[0.0009385909,0.0001872313,0.02190578,0.001376664,0.00007136451,0.006142233,0.002565124,0.001996449,0.1376898,0.01582343,0.06117514,0.7501281],"study_design_scores_gemma":[0.0001594583,0.0004886592,0.2774263,0.001277651,0.0001146079,0.01793834,0.002191851,0.001282298,0.008716382,0.005827725,0.6844981,0.00007873603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4437259,0.02725358,0.01154877,0.002251002,0.001116279,0.0006953682,0.007431695,0.001713551,0.5042639],"genre_scores_gemma":[0.9446374,0.003039523,0.004628279,0.001420991,0.00023313,0.0002023961,0.001914959,0.00008268002,0.04384057],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01725649,"threshold_uncertainty_score":0.05772877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03529606596294033,"score_gpt":0.2469055768237972,"score_spread":0.2116095108608568,"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."}}