{"id":"W7003262942","doi":"","title":"6-Canada","year":2018,"lang":"da","type":"other","venue":"AMS Acta - Institutional Research Repository","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.001203637,0.0005558642,0.0004124523,0.0002705604,0.001232881,0.0002361602,0.001429453,0.0009738405,0.001876422],"category_scores_gemma":[0.001620712,0.0005383202,0.0001920959,0.0003305027,0.002132434,0.00001607494,0.00101647,0.001354789,0.001089671],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007893089,"about_ca_system_score_gemma":0.01769887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.197446,"about_ca_topic_score_gemma":0.1185685,"domain_scores_codex":[0.9943403,0.0005402165,0.0007069065,0.0009108787,0.002403083,0.001098612],"domain_scores_gemma":[0.9966515,0.0001343438,0.0003482393,0.001423855,0.0009434934,0.0004986163],"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":[0.0001397743,0.0001312247,0.0007484023,0.0003410931,0.0004249355,0.000142362,0.00002239327,0.0000514833,0.01528313,0.002774803,0.9788586,0.001081821],"study_design_scores_gemma":[0.0004108984,0.0004114553,0.0009242116,0.0003519108,0.00002655786,0.0002300685,0.00003768554,0.0004748944,0.005980897,0.0000175764,0.9905771,0.0005567292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01193714,0.001398271,0.0001405977,0.0005133984,0.002544122,0.0006281881,0.0001583099,0.00002600795,0.982654],"genre_scores_gemma":[0.3171704,0.0005649084,0.0009312522,0.0003524492,0.005941305,0.00006808375,0.000963413,0.0001727603,0.6738354],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3088185,"threshold_uncertainty_score":0.9997068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02032084948803553,"score_gpt":0.3143413784842272,"score_spread":0.2940205289961917,"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."}}