{"id":"W6912424845","doi":"10.5281/zenodo.3790925","title":"Oxypoda gnara Casey 1911","year":2009,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Canadian Forest Service","funders":"","keywords":"Bionomics; Nothing; Margin (machine learning); Period (music)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000243456,0.0000869732,0.00007966028,0.00001874938,0.001719109,0.0004249742,0.0004224035,0.00004772552,0.009404077],"category_scores_gemma":[0.0001417854,0.00004534366,0.00004708603,0.0003561868,0.00004384369,0.0001683709,0.0001838374,0.000116714,0.003125855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005629206,"about_ca_system_score_gemma":6.370976e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003322619,"about_ca_topic_score_gemma":0.000002702023,"domain_scores_codex":[0.9990837,0.0001151457,0.0001347328,0.0002475113,0.0001689064,0.0002500133],"domain_scores_gemma":[0.9995417,0.00001604217,0.0000494271,0.00008445595,0.0001793849,0.0001290114],"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":[0.0000393544,0.0001102821,0.00001496189,0.000002582048,0.000004367518,0.000009436538,0.00006414239,0.000003215192,0.0116645,0.002505966,0.04498437,0.9405968],"study_design_scores_gemma":[0.00012176,0.0003412216,0.01462081,0.000007394748,0.000003959123,0.0000561659,0.0001160104,0.00004208091,0.0007155264,0.00029223,0.9835703,0.0001124951],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8926419,0.00005649572,0.0001516928,0.002694945,0.00005091496,0.0002554709,0.0002379414,0.0005881226,0.1033225],"genre_scores_gemma":[0.9976152,0.00001870451,0.00002787448,0.00029218,0.0001766595,1.328928e-8,0.0017504,0.000007657965,0.0001113143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9404843,"threshold_uncertainty_score":0.9995805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03620349480298774,"score_gpt":0.2169653216267567,"score_spread":0.180761826823769,"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."}}