{"id":"W6969245425","doi":"10.5281/zenodo.7837046","title":"Melanoplus borealis Fieber 1853","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Synonym (taxonomy); New guinea; Natural enemies","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":[0.0001185413,0.0009211207,0.0003662874,0.002059179,0.001431568,0.0003689414,0.000393165,0.0003261757,0.0071397],"category_scores_gemma":[0.0002454392,0.0001886395,0.0001823176,0.000649837,0.000278119,0.0007770464,0.0005553095,0.0003278558,0.003892454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005371873,"about_ca_system_score_gemma":0.0001227281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01372022,"about_ca_topic_score_gemma":0.01984019,"domain_scores_codex":[0.9998375,0.000011391,0.00001377534,0.00005236702,0.00006085675,0.00002394368],"domain_scores_gemma":[0.9998697,0.00001078928,0.00006910243,0.000008141081,0.00002082341,0.00002136101],"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":[0.0006942589,0.000388278,0.1443744,0.001035559,0.0001676211,0.002710371,0.001625153,0.0006095878,0.1092118,0.001955949,0.02706533,0.7101616],"study_design_scores_gemma":[0.00004487276,0.0003247545,0.8318661,0.0001921492,0.00008001854,0.01151471,0.0004941921,0.0002773915,0.00300353,0.0003824216,0.1517855,0.00003438576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6567404,0.0298771,0.003982879,0.0004679437,0.0006143863,0.0005138491,0.006076509,0.001557307,0.3001696],"genre_scores_gemma":[0.9699041,0.004681306,0.003353538,0.0002728997,0.0001649538,0.00009078384,0.00225342,0.00003940201,0.01923963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01372022,"threshold_uncertainty_score":0.02728069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02756115994370227,"score_gpt":0.2430872540323841,"score_spread":0.2155260940886818,"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."}}