{"id":"W7068885598","doi":"","title":"Kimberly Mair","year":2021,"lang":"en","type":"article","venue":"SHILAP Revista de lepidopterología","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001964834,0.0001366531,0.0001394845,0.00002802723,0.00007286251,0.00006538859,0.0001864548,0.0001684419,0.0002437313],"category_scores_gemma":[0.0001074867,0.0001351195,0.0001142089,0.0001119621,0.00005365254,0.000003391163,0.00009114469,0.0001118416,0.00007665886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002229622,"about_ca_system_score_gemma":0.0001323079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003399597,"about_ca_topic_score_gemma":0.000008321692,"domain_scores_codex":[0.9988629,0.0001439297,0.0001978014,0.0004203006,0.0001036225,0.000271492],"domain_scores_gemma":[0.9991293,0.000008156139,0.00007470291,0.0005805122,0.0000926642,0.0001146864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008007457,0.00008352668,0.01921665,0.00003887739,0.00005187647,0.00002592047,0.00004385483,0.00001721494,0.8632329,0.001797373,0.09864568,0.01676613],"study_design_scores_gemma":[0.0003123832,0.00008285355,0.0111831,0.00001454108,0.00001518959,0.00004599162,0.00004239854,0.00001398991,0.1042951,0.0001494484,0.8836894,0.0001555543],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9455629,0.007333101,0.008361179,0.004743492,0.0003973783,0.0001839621,0.00001572519,0.00006282691,0.03333943],"genre_scores_gemma":[0.9884565,0.0007827168,0.001060294,0.003886476,0.0003850186,0.0000355192,0.0001478152,0.00002194566,0.005223725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7850437,"threshold_uncertainty_score":0.5510013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0107475813583322,"score_gpt":0.2576849926789837,"score_spread":0.2469374113206515,"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."}}