{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004703382,0.001275034,0.0006260396,0.001309639,0.0009448171,0.001891622,0.0007640397,0.001190804,0.4884148],"category_scores_gemma":[0.001534054,0.0003557105,0.0003108513,0.001204484,0.0003712111,0.001604748,0.002364945,0.001716201,0.431296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003908767,"about_ca_system_score_gemma":0.0008314633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008902607,"about_ca_topic_score_gemma":0.002052585,"domain_scores_codex":[0.9996082,0.00003959682,0.00001773115,0.0001184888,0.0001658022,0.00005026819],"domain_scores_gemma":[0.9994241,0.00008694597,0.00004199347,0.00008632696,0.0001936458,0.0001670633],"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":[0.00004598736,0.00002412687,0.0001826336,0.0001767271,0.000006040127,0.0001274235,0.00006621195,0.0001162125,0.0008052847,0.005534559,0.643797,0.3491177],"study_design_scores_gemma":[0.000001993674,0.000007700485,0.0001193984,0.00005086845,0.000001561488,0.00009717626,0.00001722953,0.0000213419,0.0001141476,0.000410654,0.9991554,0.000002572422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001472762,0.05308024,0.002859765,0.01356249,0.0232362,0.00008292234,0.001359654,0.001389894,0.9029561],"genre_scores_gemma":[0.00170035,0.006288305,0.0004859751,0.001085925,0.0007678808,0.00002089338,0.0001858669,0.0001427638,0.9893219],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5115852,"threshold_uncertainty_score":0.7297142,"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."}}