{"id":"W2779092746","doi":"10.18438/b8mw9q","title":"Learning about Student Research Practices through an Ethnographic Investigation: Insights into Contact with Librarians and Use of Library Space","year":2017,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Long Island University","keywords":"Space (punctuation); Ethnography; Qualitative research; Data collection; Medical education; Variety (cybernetics); Qualitative property; Sociology; Graduate students; Psychology; Library science; Pedagogy; Computer science; Medicine; Social 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001675316,0.0001882118,0.0002176154,0.0004231613,0.003456616,0.008609473,0.0007436658,0.0001646461,0.0001547562],"category_scores_gemma":[0.005330635,0.0001544641,0.00003087365,0.0008955145,0.001378375,0.919227,0.0003110593,0.0006480536,0.00001383981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008412032,"about_ca_system_score_gemma":0.001215625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005703327,"about_ca_topic_score_gemma":0.000002090162,"domain_scores_codex":[0.9961516,0.001596987,0.0005970031,0.0002825558,0.001050879,0.0003210266],"domain_scores_gemma":[0.9928083,0.004038278,0.002018693,0.0005630434,0.0002242034,0.0003475066],"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":[0.0004614512,0.00005167898,0.08876606,0.0001562894,0.00002437732,0.000005555338,0.08232285,0.00007356364,0.00003879146,0.8236769,0.0007638666,0.003658626],"study_design_scores_gemma":[0.0004001957,0.0007703684,0.1402881,0.0006343733,0.00002185969,0.000004549378,0.04498792,0.001072506,0.0006492537,0.001012674,0.8099185,0.0002396833],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7647769,0.000976546,0.0002291022,0.205716,0.0001826857,0.0009869265,0.000006655574,0.0002506619,0.02687445],"genre_scores_gemma":[0.9335545,0.01680865,0.01961389,0.02912096,0.0001919124,0.00004537859,0.00006997104,0.00001766948,0.0005770162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9106175,"threshold_uncertainty_score":0.9978408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1258432979628751,"score_gpt":0.4014214575824978,"score_spread":0.2755781596196227,"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."}}