{"id":"W157277757","doi":"10.1111/j.1750-2659.2011.00208.x","title":"Speaker Manuscripts","year":2011,"lang":"en","type":"article","venue":"Influenza and Other Respiratory Viruses","topic":"Respiratory viral infections research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"National Center for Research Resources","keywords":"Citation; Computer science; Library science","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":[0.00207601,0.000848916,0.0006591584,0.001656247,0.002016304,0.005290229,0.001329899,0.002609579,0.6955809],"category_scores_gemma":[0.009801636,0.0003196058,0.0006364523,0.0006581562,0.0004239292,0.001492088,0.00202557,0.002508178,0.5218084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001283185,"about_ca_system_score_gemma":0.002304315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074004,"about_ca_topic_score_gemma":0.002867733,"domain_scores_codex":[0.998444,0.0002027182,0.0000595653,0.0001960158,0.0009122613,0.0001854765],"domain_scores_gemma":[0.9930362,0.0007476093,0.0002284143,0.0003489823,0.003756743,0.001881898],"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":[0.00004935044,0.000014845,0.0000339246,0.00004263596,0.000002214389,0.00003509099,0.0000118572,0.00001386994,0.0002311114,0.0007156118,0.9780583,0.02079116],"study_design_scores_gemma":[0.00001960315,0.0000234758,0.000210135,0.0000362297,0.000003400988,0.0000500583,0.00004134352,0.0000412252,0.0002295354,0.0006636677,0.9986759,0.000005431039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00137525,0.003581165,0.001843962,0.04194424,0.2707287,0.0006416762,0.003540618,0.001738512,0.6746058],"genre_scores_gemma":[0.001986035,0.0006215517,0.0003649843,0.003359119,0.01446821,0.00009143492,0.0007337619,0.000308417,0.9780663],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3044191,"threshold_uncertainty_score":0.4342169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3811901252940946,"score_gpt":0.4221867024036124,"score_spread":0.04099657710951782,"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."}}