{"id":"W6903402317","doi":"10.11575/prism/42576","title":"Library programming in undergraduate 'Ready for Research' badge: Reflections from librarians and students","year":2023,"lang":"en","type":"other","venue":"Open MIND","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information literacy; Library instruction; Context (archaeology); Academic library; Higher education; Literacy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01598114,0.0006871651,0.001176888,0.002894029,0.02671724,0.02079288,0.003120403,0.006227064,0.006223044],"category_scores_gemma":[0.03702956,0.001054415,0.0008023183,0.002713735,0.01231898,0.008476807,0.01959806,0.01210416,0.002221155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005720491,"about_ca_system_score_gemma":0.009324828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008395921,"about_ca_topic_score_gemma":0.01539548,"domain_scores_codex":[0.9786916,0.01265823,0.0007610693,0.0008578601,0.003028485,0.004002673],"domain_scores_gemma":[0.950816,0.01984489,0.002809626,0.001898263,0.006156835,0.01847432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000532775,0.0006779275,0.005400576,0.00009322516,0.000008200016,0.001027484,0.9657529,0.00002773043,0.0004209319,0.001888816,0.006843828,0.01780514],"study_design_scores_gemma":[0.00001146206,0.0001905372,0.002717646,0.00006381364,0.000008691555,0.0002953002,0.945502,0.00004870457,0.0005171605,0.0004533706,0.0501665,0.00002484862],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9393921,0.0008299977,0.001041479,0.02913005,0.0003879488,0.0001386251,0.00005118366,0.000213758,0.02881492],"genre_scores_gemma":[0.9561562,0.001071748,0.000852695,0.0123851,0.0002875837,0.0001622572,0.00005105737,0.0001839117,0.02884943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02671724,"threshold_uncertainty_score":0.08451736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2751943163604677,"score_gpt":0.5052774959047488,"score_spread":0.2300831795442811,"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."}}