{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000810387,0.0004958218,0.0002040957,0.001312381,0.0007769228,0.0002336831,0.0002510362,0.000243269,0.003753814],"category_scores_gemma":[0.0002229501,0.0001619403,0.0002532969,0.0004541644,0.0001894674,0.0006868761,0.0006355292,0.000308267,0.001580704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003917507,"about_ca_system_score_gemma":0.0001488744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01024352,"about_ca_topic_score_gemma":0.01883293,"domain_scores_codex":[0.9999306,0.000006170079,0.000006137368,0.00002661901,0.00002080705,0.000009590744],"domain_scores_gemma":[0.9999347,0.000009090759,0.00002461082,0.000007601092,0.00001381604,0.00001028994],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004795444,0.0001032537,0.07011546,0.001268576,0.0001951047,0.001903545,0.002648005,0.000843443,0.2151668,0.002430238,0.01417882,0.6906672],"study_design_scores_gemma":[0.00004712505,0.0001754502,0.7899462,0.0001968862,0.0001132515,0.005496333,0.0006853199,0.0003512758,0.004562101,0.0007079987,0.1976776,0.00004043324],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7695282,0.04864815,0.008026505,0.0005816626,0.0004061002,0.0003725045,0.007035526,0.000761843,0.1646396],"genre_scores_gemma":[0.9674644,0.005172343,0.004909214,0.0003065431,0.0001130658,0.0001463735,0.003074287,0.00003860168,0.01877519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01024352,"threshold_uncertainty_score":0.0203678,"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."}}