{"id":"W4248588373","doi":"10.29173/lirg271","title":"ReLIANT: Reader's guide to the Literature on Interventions Addressing the Need of education and Training","year":2013,"lang":"en","type":"article","venue":"Library and Information Research","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Checklist; Psychological intervention; Information literacy; Critical appraisal; Medical education; Process (computing); Training (meteorology); Psychology; Computer science; Knowledge management; Pedagogy; Medicine; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0009495562,0.00005225623,0.00005888329,0.0002985939,0.001081813,0.001502986,0.0003066116,0.00004747905,0.0002920183],"category_scores_gemma":[0.0003038254,0.00002890051,0.00002826384,0.001082311,0.0002615868,0.05001733,0.0001028881,0.0002191922,0.00005676115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004886411,"about_ca_system_score_gemma":0.0001832311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006471793,"about_ca_topic_score_gemma":7.355465e-7,"domain_scores_codex":[0.9988307,0.0002403536,0.0003122185,0.00006328584,0.0003657207,0.000187686],"domain_scores_gemma":[0.9992593,0.0002816827,0.00008429114,0.0001585501,0.0001086563,0.0001075475],"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":[0.00001147566,0.00001414547,0.0003679674,0.00007025994,0.000003919772,3.432051e-8,0.2121212,0.000009462345,0.00000814842,0.4285724,0.1339444,0.2248765],"study_design_scores_gemma":[0.00006231159,0.00006432819,0.01410257,0.0003508456,8.271542e-7,0.000001220512,0.1060795,0.0002648153,0.00006664333,0.001827872,0.8771333,0.00004586351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2181575,0.0005392744,0.00006999098,0.3308201,0.0003421395,0.001373261,0.00002757411,0.00006084089,0.4486094],"genre_scores_gemma":[0.9639221,0.0008668054,0.0007958066,0.01923315,0.0002670858,0.0001269889,0.00007067391,0.000004795628,0.01471256],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7457647,"threshold_uncertainty_score":0.9995335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.102221404334441,"score_gpt":0.4101298882490574,"score_spread":0.3079084839146164,"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."}}