{"id":"W4236835064","doi":"10.18438/b8ww49","title":"Evidence Based Librarianship Backgrounder","year":2008,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Library science; Computer science; Information retrieval; Data 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03590891,0.0006682427,0.00154968,0.0103684,0.002321407,0.01270926,0.002886681,0.01087776,0.123561],"category_scores_gemma":[0.1085189,0.0006336899,0.0009111402,0.006733055,0.002863441,0.009291037,0.005482089,0.006906772,0.04664412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004829144,"about_ca_system_score_gemma":0.01222537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001244343,"about_ca_topic_score_gemma":0.002470311,"domain_scores_codex":[0.9670759,0.01077777,0.006448533,0.002230947,0.01153937,0.001927394],"domain_scores_gemma":[0.8351905,0.04470475,0.01322236,0.01119721,0.07664355,0.01904156],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001938866,0.0002267473,0.0009568795,0.003239202,0.00004586832,0.0002806535,0.0004385736,0.00003343432,0.0005035904,0.008206678,0.687861,0.2980137],"study_design_scores_gemma":[0.00004915636,0.00005163006,0.001588725,0.003546108,0.00003853035,0.000504135,0.0002099492,0.00004042551,0.0003530331,0.003083206,0.9905164,0.00001869919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.002369248,0.09623114,0.004692468,0.5934931,0.09172951,0.0005245805,0.001118855,0.0005545692,0.2092866],"genre_scores_gemma":[0.03209333,0.102607,0.01133851,0.2756008,0.1236027,0.000661312,0.00203791,0.0006277187,0.4514307],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9640911,"threshold_uncertainty_score":0.4133527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2309818110900777,"score_gpt":0.4376363331943527,"score_spread":0.206654522104275,"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."}}