{"id":"W1759449975","doi":"","title":"Learn to Study","year":2013,"lang":"en","type":"article","venue":"","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.001751875,0.0009854631,0.000436577,0.001464555,0.001500839,0.00288947,0.001037197,0.001787103,0.2799768],"category_scores_gemma":[0.02234046,0.0002828484,0.0003900814,0.0009069756,0.001309238,0.003714837,0.002905566,0.001678373,0.1059385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001238024,"about_ca_system_score_gemma":0.0009486127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001951725,"about_ca_topic_score_gemma":0.002441306,"domain_scores_codex":[0.9960551,0.00102697,0.0002640427,0.0005411438,0.001540955,0.0005716794],"domain_scores_gemma":[0.9871985,0.003313702,0.000840551,0.001692798,0.005434425,0.001520089],"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":[0.000825983,0.0003519765,0.0704014,0.0006614923,0.0000412152,0.002246465,0.001767222,0.0003261186,0.001892127,0.06302189,0.4387948,0.4196693],"study_design_scores_gemma":[0.0001114029,0.0002812648,0.05292698,0.0006854751,0.00005430164,0.007921697,0.006611343,0.002238452,0.002965363,0.07553321,0.8505309,0.0001396447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04928934,0.001007302,0.01599792,0.01520242,0.002554861,0.0005932802,0.01102812,0.002303311,0.9020234],"genre_scores_gemma":[0.554921,0.001343233,0.01034169,0.009094109,0.000633625,0.00069002,0.01212079,0.0007786017,0.4100769],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2799768,"threshold_uncertainty_score":0.9366158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01848156891430434,"score_gpt":0.2994742086224405,"score_spread":0.2809926397081361,"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."}}