{"id":"W7084028314","doi":"10.64628/aam.ddatxay93","title":"Testing literacy today requires more than a pencil and paper","year":2019,"lang":"en","type":"article","venue":"","topic":"Phonocardiography and Auscultation Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Queen's University; Brock University","funders":"","keywords":"Pencil (optics); Literacy; Test (biology)","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":[],"consensus_categories":[],"category_scores_codex":[0.002089816,0.001114508,0.000980083,0.001860633,0.0007520184,0.002962719,0.001247769,0.001820193,0.1395422],"category_scores_gemma":[0.01970793,0.0003462429,0.0008039373,0.000790244,0.0007823503,0.002494328,0.00185479,0.001820953,0.06465444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000438769,"about_ca_system_score_gemma":0.0009830897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001557066,"about_ca_topic_score_gemma":0.002634495,"domain_scores_codex":[0.9964027,0.0007999805,0.0003099994,0.0004000423,0.001850977,0.0002363178],"domain_scores_gemma":[0.9842667,0.008211632,0.0009552059,0.001674778,0.003080912,0.001810657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003259555,0.001247159,0.02438486,0.0004767075,0.00006818352,0.00146777,0.0006555075,0.0001004781,0.009456663,0.00144837,0.1609428,0.7994256],"study_design_scores_gemma":[0.0001723013,0.003238027,0.1969279,0.002736462,0.0001971489,0.02515999,0.005310582,0.0009507805,0.0187937,0.01463683,0.7316219,0.0002544038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.184832,0.01926624,0.07258195,0.07879832,0.01324496,0.001233873,0.00680513,0.01677424,0.6064633],"genre_scores_gemma":[0.4030167,0.01308222,0.09314772,0.04751954,0.007531986,0.001009817,0.004819579,0.002541363,0.427331],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1395422,"threshold_uncertainty_score":0.4668151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01756351449424241,"score_gpt":0.2897832026523918,"score_spread":0.2722196881581493,"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."}}