{"id":"W2154921243","doi":"10.18438/b8659r","title":"EBLIP7 Keynote: What We Talk About When We Talk About Evidence","year":2013,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.003114568,0.0002716086,0.0002823998,0.0004642223,0.001638245,0.001532395,0.0006476756,0.0002914295,0.01165502],"category_scores_gemma":[0.01118498,0.0002248004,0.00006027239,0.001022239,0.0002131213,0.5315246,0.0002805164,0.001225283,0.004651899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009670794,"about_ca_system_score_gemma":0.003007516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004721631,"about_ca_topic_score_gemma":0.000001838727,"domain_scores_codex":[0.9946899,0.001644349,0.00127818,0.0003800613,0.001014502,0.0009930228],"domain_scores_gemma":[0.9855453,0.01145563,0.0009551657,0.0006481206,0.0004677433,0.000928071],"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":[0.0009760354,0.0001658648,0.003940832,0.005263615,0.00002883115,0.00000907986,0.02110128,0.0000851411,0.0003301604,0.02617849,0.6413526,0.3005681],"study_design_scores_gemma":[0.0003739866,0.0002558543,0.02171965,0.007075047,0.00001509675,0.00001209344,0.01794718,0.006158529,0.0002152948,0.0008578565,0.9450789,0.000290527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02921557,0.02236331,0.003208018,0.9316385,0.002569549,0.003462611,0.00001661685,0.0003579952,0.007167852],"genre_scores_gemma":[0.2107461,0.3155045,0.0243604,0.434094,0.001771967,0.002204917,0.0001703155,0.00005648111,0.0110914],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.5299922,"threshold_uncertainty_score":0.9996615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0782568194459972,"score_gpt":0.4098170187440578,"score_spread":0.3315601992980606,"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."}}