{"id":"W4242596099","doi":"10.1016/j.cub.2011.01.009","title":"Rosie Redfield","year":2011,"lang":"en","type":"article","venue":"Current Biology","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Watson; Library science; Computer science; Artificial intelligence","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":[0.0008472981,0.0006829388,0.0004205686,0.0009273381,0.001040832,0.00213063,0.0007749386,0.00125563,0.3873615],"category_scores_gemma":[0.002341318,0.000276599,0.0002278735,0.0004707394,0.0003258195,0.001595324,0.001481552,0.002155249,0.294428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004564275,"about_ca_system_score_gemma":0.0007268895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001153051,"about_ca_topic_score_gemma":0.002535525,"domain_scores_codex":[0.9995368,0.00004936141,0.00001299557,0.0001415216,0.0002143327,0.00004508282],"domain_scores_gemma":[0.9989849,0.000166979,0.0000356273,0.00007585769,0.000336791,0.0003998998],"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":[0.00002128996,0.00001832961,0.0001039815,0.00005974633,0.000002889145,0.00004472988,0.00006073154,0.00004628467,0.000495403,0.007901832,0.8686113,0.1226335],"study_design_scores_gemma":[0.000001748371,0.000002766918,0.00005944814,0.00001883349,0.000001075506,0.00004565495,0.00002393765,0.00001413496,0.0001178881,0.0004970575,0.9992151,0.000002370519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001976817,0.04826139,0.01201196,0.107952,0.03781492,0.00007737388,0.001522834,0.003597554,0.7867852],"genre_scores_gemma":[0.003291022,0.007155349,0.001636252,0.005767316,0.001104599,0.00002669892,0.0002916969,0.000358432,0.9803686],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3873615,"threshold_uncertainty_score":0.8738544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06691678403512882,"score_gpt":0.3318952824637427,"score_spread":0.2649784984286139,"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."}}