{"id":"W2025040155","doi":"10.1108/01435121111158556","title":"Supervising academic library internships for non‐LIS undergraduates","year":2011,"lang":"en","type":"article","venue":"Library Management","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Internship; Academic institution; Academic library; Institution; Library science; Sociology; Medical education; Management; Computer science; Medicine; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002465593,0.0001531028,0.0001381208,0.0002539956,0.0004594625,0.0004251721,0.001037842,0.00008834155,0.002345642],"category_scores_gemma":[0.0000129952,0.000140767,0.0001072964,0.0005766536,0.000159937,0.04459157,0.0003502491,0.000141448,0.0002490006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001127562,"about_ca_system_score_gemma":0.00006560397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000224981,"about_ca_topic_score_gemma":5.691492e-7,"domain_scores_codex":[0.9985136,0.00007766196,0.0003773668,0.0002756846,0.0002789432,0.0004766767],"domain_scores_gemma":[0.9993521,0.00008579379,0.0001089121,0.0002497902,0.000008770293,0.0001946346],"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":[0.00004133365,0.00003852544,0.01635843,0.00009036026,0.00003214849,0.000005129158,0.02172108,0.000001465327,0.000002430521,0.806689,0.1341589,0.0208612],"study_design_scores_gemma":[0.0002909272,0.0000593303,0.008437804,0.00008831947,0.00001391201,3.686411e-7,0.01092836,0.0003168102,0.00062577,0.07545848,0.9035128,0.0002670815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04020313,0.0001429083,0.00154411,0.01813707,0.0009811713,0.00110561,0.00002621455,0.0007245672,0.9371352],"genre_scores_gemma":[0.8038566,0.001587581,0.03076079,0.0268253,0.0007760321,0.0001651819,0.0002070346,0.00006231485,0.1357592],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.801376,"threshold_uncertainty_score":0.9985663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06471862126878146,"score_gpt":0.2862148792218066,"score_spread":0.2214962579530251,"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."}}