{"id":"W6950011981","doi":"10.5281/zenodo.7837055","title":"Melanoplus frigidus subsp. frigidus","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Muon and positron interactions and applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subspecies; Genus; Taxonomy (biology); Species groups; Taxon","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001651103,0.0001017496,0.0000882743,0.000204213,0.001106854,0.0003749625,0.0004268885,0.00004861234,0.0128958],"category_scores_gemma":[0.00004300263,0.0001091228,0.00004474686,0.0006718895,0.00003968633,0.0001303249,0.0001831779,0.0001987757,0.03985946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006909783,"about_ca_system_score_gemma":0.000001129695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009383692,"about_ca_topic_score_gemma":4.807868e-7,"domain_scores_codex":[0.9991689,0.00004501863,0.0001628106,0.0001872536,0.0001575777,0.0002783809],"domain_scores_gemma":[0.9993979,0.00001824761,0.00002126981,0.000309265,0.0001247388,0.000128558],"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":[0.000007608194,0.00003311443,0.000002308696,0.00003626823,0.00004303161,0.000007613341,0.0005085164,0.001581664,0.008369908,0.01236526,0.902631,0.07441364],"study_design_scores_gemma":[0.0001561024,0.0000287686,0.0003381415,0.00001006262,0.000006600487,0.00003537726,0.0001855149,0.006663438,0.0009147758,0.0001795641,0.9913566,0.0001250428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09724203,0.0001410313,0.01180177,0.001073094,0.0006751883,0.0005376228,0.0004350157,0.009271205,0.878823],"genre_scores_gemma":[0.9921061,0.0002213769,0.0001332381,0.00006610416,0.0001956613,2.053733e-7,0.001709155,0.001041077,0.004527078],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8948641,"threshold_uncertainty_score":0.9880065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02796823903214286,"score_gpt":0.2406836208864525,"score_spread":0.2127153818543096,"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."}}