{"id":"W6987227411","doi":"","title":"Skriftlig spørsmål fra Anette Trettebergstuen (A) til samferdselsministeren","year":2015,"lang":"no","type":"other","venue":"Duo Research Archive (University of Oslo)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Term (time); Quarter (Canadian coin)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001863503,0.0006321761,0.0009064795,0.0009707547,0.0004614178,0.00007767392,0.002351886,0.0008715704,0.003602562],"category_scores_gemma":[0.0005985062,0.0007537279,0.0003863008,0.000570441,0.002139051,0.00002257309,0.002328051,0.001840273,0.001748335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000121051,"about_ca_system_score_gemma":0.001202582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001005983,"about_ca_topic_score_gemma":0.001354923,"domain_scores_codex":[0.9943823,0.001310029,0.0004375186,0.001019461,0.001587675,0.001263004],"domain_scores_gemma":[0.996128,0.0002309193,0.0005550098,0.001691191,0.0006537517,0.0007411589],"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":[0.0008428744,0.0003209972,0.002236302,0.0007488966,0.0007405007,0.0001768999,0.003013463,0.00004670729,0.007780008,0.0003991379,0.9726859,0.01100836],"study_design_scores_gemma":[0.00178084,0.00155373,0.002753715,0.0003278418,0.00009679228,0.00003117767,0.002200857,0.001373304,0.0002004088,0.0003116738,0.9886553,0.000714337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01933084,0.001272874,0.002912294,0.001395421,0.0002901278,0.001206597,0.002427609,0.00005784993,0.9711064],"genre_scores_gemma":[0.05095201,0.004290274,0.02304024,0.0002881106,0.001432607,0.000004369752,0.008396757,0.0005367778,0.9110588],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06004753,"threshold_uncertainty_score":0.9994914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02771019192879907,"score_gpt":0.2893344996565675,"score_spread":0.2616243077277684,"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."}}