{"id":"W1523056771","doi":"10.18438/b8bs62","title":"School Librarianship and Evidence Based Practice: Progress, Perspectives, and Challenges","year":2009,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Credibility; Evidence-based practice; Narrative; Best practice; Sociology; Field (mathematics); Library science; Engineering ethics; Medical education; Pedagogy; Public relations; Political science; Computer science; Medicine; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003980037,0.0002078881,0.0002107579,0.0003436557,0.001238736,0.0005834957,0.000236349,0.0002073277,0.0003533732],"category_scores_gemma":[0.03123588,0.0001772826,0.00002104612,0.0006223401,0.0002495656,0.317842,0.0001032071,0.0009483424,0.0001000743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000049616,"about_ca_system_score_gemma":0.00306045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002419641,"about_ca_topic_score_gemma":1.905267e-7,"domain_scores_codex":[0.9958249,0.001976999,0.0006449796,0.0003913096,0.0005972694,0.000564563],"domain_scores_gemma":[0.9859943,0.01192115,0.0006240775,0.0003590669,0.000295359,0.000806069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008289998,0.0005711367,0.03063774,0.008127518,0.00004681987,0.00003067267,0.02705,0.00002596319,0.00005709406,0.5367827,0.05886517,0.3295151],"study_design_scores_gemma":[0.0007564281,0.001055786,0.283162,0.003486851,0.00003476207,0.00002397554,0.04209642,0.004377202,0.00003457577,0.0004512803,0.6642134,0.0003073709],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006131744,0.09247285,0.000392003,0.8929771,0.0001872031,0.001431538,0.000006058933,0.0001829639,0.006218539],"genre_scores_gemma":[0.5149089,0.2441133,0.0274195,0.2123881,0.0005703615,0.0002692702,0.00002422834,0.00001723067,0.0002891057],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.680589,"threshold_uncertainty_score":0.9769244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1149092688964792,"score_gpt":0.4380143180355566,"score_spread":0.3231050491390773,"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."}}