{"id":"W6960860670","doi":"10.14288/1.0180835","title":"Kelowna Record","year":2016,"lang":"en","type":"article","venue":"Open Collections","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Process (computing); Context (archaeology); Global Positioning System","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001144207,0.001105291,0.001315395,0.006472602,0.003203015,0.01016825,0.002160115,0.001439429,0.9044009],"category_scores_gemma":[0.006083274,0.0007681674,0.0007753285,0.008260106,0.001343263,0.004831526,0.007304683,0.002571785,0.9052486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001614959,"about_ca_system_score_gemma":0.003336266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006113418,"about_ca_topic_score_gemma":0.01045599,"domain_scores_codex":[0.9989914,0.00007520228,0.00006429877,0.0002110044,0.0005027257,0.0001553448],"domain_scores_gemma":[0.9956505,0.0003905979,0.0002340686,0.001522654,0.001151743,0.001050508],"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":[0.00005152682,0.00004297032,0.0003745699,0.0001874389,0.000005962348,0.00006437034,0.00009246734,0.00002670203,0.0002905262,0.004212329,0.8673831,0.127268],"study_design_scores_gemma":[0.000007222121,0.000004784542,0.0004199588,0.00004700692,0.000002027534,0.0000384125,0.00004827647,0.00001766167,0.00008301057,0.0007840152,0.998542,0.000005594732],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00057587,0.0005854029,0.0004367388,0.000941201,0.00141536,0.00009579169,0.01612049,0.002071826,0.9777573],"genre_scores_gemma":[0.0009224581,0.0002989931,0.0002158964,0.0001802233,0.0001423203,0.000029972,0.005674857,0.0006736357,0.9918615],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9044009,"threshold_uncertainty_score":0.1363603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01955478766511272,"score_gpt":0.278463766909323,"score_spread":0.2589089792442103,"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."}}