{"id":"W2778969753","doi":"10.18438/b8f664","title":"Students Use Library Resources but are Unlikely to Consult with Librarians during the Early Research Process","year":2017,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnography; Population; Medical education; Graduate students; Qualitative research; Academic year; Psychology; Library science; Sociology; Pedagogy; Mathematics education; Medicine; Social science; Computer science","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01142943,0.0003213808,0.001089907,0.002159852,0.008348536,0.01342851,0.00156415,0.002030044,0.02077086],"category_scores_gemma":[0.04055049,0.000885022,0.0004881195,0.002839885,0.003779946,0.008022528,0.007149769,0.001779845,0.01577437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002303034,"about_ca_system_score_gemma":0.007250998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005710863,"about_ca_topic_score_gemma":0.01691723,"domain_scores_codex":[0.9913356,0.003580092,0.0007840381,0.000636364,0.002282147,0.001381933],"domain_scores_gemma":[0.9629603,0.01454074,0.009054096,0.002927202,0.005336673,0.005180942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002895938,0.001235917,0.2642334,0.002095602,0.00007690358,0.002886619,0.4176015,0.00007645013,0.004552349,0.006346743,0.03169397,0.2689109],"study_design_scores_gemma":[0.00005023366,0.0005444898,0.1145153,0.001517863,0.00007191118,0.002750963,0.6459956,0.000127937,0.002346258,0.007087504,0.2248665,0.0001254635],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.871215,0.004749747,0.006061943,0.02171049,0.0003355399,0.0004992369,0.0008013946,0.0004341281,0.0941924],"genre_scores_gemma":[0.9372669,0.004005799,0.005580434,0.0132477,0.0002005019,0.001034145,0.0006975641,0.0001313807,0.03783543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9865715,"threshold_uncertainty_score":0.06948549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04688884168007849,"score_gpt":0.3579504338727502,"score_spread":0.3110615921926717,"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."}}