{"id":"W6960642381","doi":"10.14288/1.0177668","title":"Daily Building 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":true,"ca_institutions":"","funders":"","keywords":"Publishing; Historical record; Project commissioning; Architecture; Record keeping","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":[0.001797654,0.0007585804,0.001137294,0.008155465,0.00676862,0.01299305,0.001558792,0.001190095,0.4865858],"category_scores_gemma":[0.01208637,0.0005255405,0.0004231883,0.01609124,0.0009690856,0.002214688,0.002131993,0.002016349,0.4290189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005740892,"about_ca_system_score_gemma":0.01503058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1690513,"about_ca_topic_score_gemma":0.3184467,"domain_scores_codex":[0.9968726,0.000180094,0.0001665621,0.0002899843,0.002148597,0.0003422234],"domain_scores_gemma":[0.9803206,0.001035038,0.0005431802,0.002096741,0.01348124,0.002523267],"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":[0.0000212982,0.000008501058,0.0002905557,0.00008533357,0.000001790014,0.00003133031,0.00006267495,0.00002074072,0.000068799,0.001274838,0.9622225,0.0359118],"study_design_scores_gemma":[0.000001396906,0.000001836766,0.0004517185,0.00003163231,9.24252e-7,0.00001523448,0.00004482222,0.000008633082,0.00003249458,0.00008636998,0.9993216,0.000003396252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001734017,0.003564723,0.0009697415,0.003749945,0.006232083,0.0002417766,0.06729621,0.0021136,0.9140979],"genre_scores_gemma":[0.004746424,0.002653881,0.0006500518,0.0006759791,0.0007282484,0.00008556386,0.0429907,0.0008780659,0.946591],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4865858,"threshold_uncertainty_score":0.732323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02087160620523587,"score_gpt":0.2889615035265957,"score_spread":0.2680898973213598,"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."}}