{"id":"W2483845938","doi":"10.29173/cais290","title":"A Longitudinal Analysis of Information Literacy Instruction in Canadian Academic Libraries","year":2013,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Political science; Humanities; Academic library; Library science; Sociology; Philosophy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004476718,0.0003105853,0.0003997769,0.004263104,0.004823968,0.00211058,0.001250546,0.0005811052,0.00251984],"category_scores_gemma":[0.0134228,0.0003935343,0.0005627043,0.007650918,0.0009684855,0.001050154,0.001987531,0.001228952,0.0005357152],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03307899,"about_ca_system_score_gemma":0.06001538,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9835225,"about_ca_topic_score_gemma":0.9875754,"domain_scores_codex":[0.9965049,0.0004413543,0.0001577284,0.000380477,0.001368338,0.00114721],"domain_scores_gemma":[0.9857925,0.0009064386,0.001868796,0.0005930167,0.008769432,0.00206978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009112036,0.0001351754,0.9726058,0.00003208855,0.00004392062,0.00007082472,0.009885081,0.0001216664,0.0002152794,0.0003972257,0.001833627,0.01456819],"study_design_scores_gemma":[0.000002821418,0.00003668308,0.9927158,0.00002890753,0.00001650051,0.00001954974,0.004526981,0.0001676378,0.0001062089,0.00003235085,0.002330001,0.00001646562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915494,0.0005729407,0.0002892961,0.0007459305,0.00001698717,0.00007075734,0.003551342,0.00002575792,0.003177594],"genre_scores_gemma":[0.9932862,0.0004028271,0.0005886639,0.0001275942,0.000009077789,0.00009671687,0.003014133,0.00001073095,0.002464001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9978894,"threshold_uncertainty_score":0.240006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856775158275624,"score_gpt":0.2588497067734471,"score_spread":0.2402819551906908,"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."}}