{"id":"W6950118647","doi":"10.5281/zenodo.5390867","title":"Dolichovespula norwegica","year":2007,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Collembola Taxonomy and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Central asia; Distribution (mathematics); Boundary (topology); Continental shelf","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006261332,0.00008536758,0.00009818789,0.00002830315,0.002674452,0.0002010983,0.0004877112,0.00005428672,0.01354465],"category_scores_gemma":[0.0002278863,0.0000422902,0.00004528758,0.0004135229,0.0001070211,0.00009975704,0.0005851233,0.0001329863,0.003991757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005008444,"about_ca_system_score_gemma":3.789041e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002097421,"about_ca_topic_score_gemma":0.00001644656,"domain_scores_codex":[0.9990406,0.0000825535,0.000153482,0.0002472691,0.0001353654,0.0003407058],"domain_scores_gemma":[0.9995271,0.00005804852,0.00005209494,0.00007378114,0.0001739931,0.0001149697],"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":[0.0001100074,0.0001821177,0.0001849801,0.000008497716,0.00004110175,0.00001825241,0.0004172741,0.000002775465,0.0225719,0.003429692,0.1801803,0.7928531],"study_design_scores_gemma":[0.0001093635,0.0001682182,0.04532183,0.000003398118,0.000004257012,0.00002962825,0.0004861282,0.000005601339,0.0002723977,0.000119622,0.9533821,0.00009743914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6479806,0.00007579785,0.0001235233,0.002018471,0.0001061244,0.0002749864,0.00006860279,0.0005450016,0.3488069],"genre_scores_gemma":[0.9980984,0.00003602692,0.00006190281,0.0002943997,0.0002582872,1.781918e-8,0.0002674483,0.00002730645,0.0009562609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7927557,"threshold_uncertainty_score":0.9986239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04017011744983696,"score_gpt":0.2248162945996137,"score_spread":0.1846461771497767,"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."}}