{"id":"W1566137375","doi":"10.18438/b8461f","title":"Evidence from Students’ Information Seeking Diaries Underscores the Importance of Including Librarians in Undergraduate Education","year":2012,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resource (disambiguation); Educational resources; Perception; Selection (genetic algorithm); Coding (social sciences); Computer science; Process (computing); Medical education; Psychology; Mathematics education; Pedagogy; Medicine; Statistics; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01440675,0.0001991002,0.000394428,0.001976137,0.001432617,0.003792383,0.0006986964,0.0006710447,0.006115635],"category_scores_gemma":[0.1039365,0.0004398662,0.0002827009,0.003009433,0.001311595,0.002593527,0.003293415,0.0008549779,0.0008955051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001092957,"about_ca_system_score_gemma":0.00273906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003025206,"about_ca_topic_score_gemma":0.009906068,"domain_scores_codex":[0.9851621,0.007074381,0.001549148,0.001187656,0.004383712,0.0006430529],"domain_scores_gemma":[0.7729366,0.1730993,0.02923237,0.006524333,0.01448132,0.00372622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003016993,0.0006908995,0.7548988,0.00152825,0.00009196404,0.0002322422,0.07645256,0.0001126702,0.001327349,0.0009793999,0.002266114,0.1611181],"study_design_scores_gemma":[0.00002156464,0.0004846308,0.9241581,0.0008329836,0.00005506066,0.0002019051,0.05604163,0.0002113583,0.001758037,0.0004361655,0.01576332,0.00003528206],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847889,0.0005814192,0.001161841,0.001037896,0.00003184579,0.00006285803,0.0001265606,0.00002382948,0.01218485],"genre_scores_gemma":[0.9968786,0.0005529471,0.0009495721,0.0003178623,0.00002559778,0.00004582587,0.00008327643,0.000009311563,0.001137072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01440675,"threshold_uncertainty_score":0.07619113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03718605030056892,"score_gpt":0.3269823014051184,"score_spread":0.2897962511045495,"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."}}