{"id":"W7068814692","doi":"","title":"Bus Ad","year":2019,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","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":[],"category_scores_codex":[0.0002590315,0.001486109,0.0006699063,0.001972457,0.002237356,0.003194007,0.0006180462,0.001551656,0.9620757],"category_scores_gemma":[0.0007569953,0.000551601,0.0005249392,0.001606215,0.0004897934,0.001749165,0.002671054,0.001341832,0.9256082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005560915,"about_ca_system_score_gemma":0.0008425023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002062354,"about_ca_topic_score_gemma":0.00510417,"domain_scores_codex":[0.999721,0.00002767095,0.0000147266,0.00009853889,0.00007954469,0.00005856036],"domain_scores_gemma":[0.9996086,0.00005766061,0.00002272975,0.00004993037,0.00007495308,0.0001861494],"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":[0.0001943763,0.0003778643,0.001050652,0.0002302344,0.00001510085,0.0002608888,0.0001375051,0.0001588303,0.001295862,0.008172712,0.6228606,0.3652453],"study_design_scores_gemma":[0.00003412597,0.00006654698,0.001483044,0.0001040911,0.00000794406,0.0002001059,0.0001104335,0.00008655053,0.0003024972,0.001469405,0.9961279,0.000007359594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001097988,0.0003101232,0.0001652945,0.0004297969,0.0003649786,0.00004315095,0.001259204,0.000482747,0.9958468],"genre_scores_gemma":[0.001393093,0.0001585152,0.0001081462,0.0001332704,0.00005254507,0.00001661538,0.0005067468,0.0001088053,0.9975223],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03792435,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05715167265777763,"score_gpt":0.304963381526046,"score_spread":0.2478117088682683,"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."}}