{"id":"W2793793510","doi":"10.18438/eblip29379","title":"Undergraduate Students Seek Librarian Assistance Only After They Have Searched Independently Without Success","year":2018,"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":"Thematic analysis; Medical education; Psychology; Qualitative research; Coding (social sciences); Perception; Medicine; Sociology","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":[0.003670449,0.0003911255,0.000685446,0.001960495,0.003884796,0.006446896,0.0009562447,0.001322449,0.02999194],"category_scores_gemma":[0.01636472,0.0004601096,0.0003845087,0.002973846,0.00165903,0.004720674,0.005836017,0.001205183,0.01573619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001789783,"about_ca_system_score_gemma":0.006258151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002440337,"about_ca_topic_score_gemma":0.01572614,"domain_scores_codex":[0.9963398,0.001242469,0.0004329089,0.0002300003,0.001163144,0.0005917332],"domain_scores_gemma":[0.9882174,0.002080632,0.002239792,0.0009188714,0.003521484,0.003021772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001101568,0.0006241136,0.05951437,0.002110441,0.00003532865,0.001713113,0.1465929,0.00003401329,0.00321977,0.007617286,0.2560265,0.5224021],"study_design_scores_gemma":[0.00002761363,0.0002514724,0.03813177,0.00127217,0.00002547368,0.001190046,0.1185757,0.00004001825,0.001127285,0.001749321,0.837553,0.000056187],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5428066,0.02358545,0.006757766,0.07341342,0.002661976,0.001257914,0.002194491,0.0009180163,0.3464044],"genre_scores_gemma":[0.6797734,0.01690715,0.00939762,0.02691432,0.001270708,0.0007189829,0.001546612,0.0002363579,0.2632349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02999194,"threshold_uncertainty_score":0.1003331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01801868307692784,"score_gpt":0.3243232166949433,"score_spread":0.3063045336180155,"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."}}