{"id":"W1558261592","doi":"10.18438/b8d90k","title":"Perception and Information Behaviour of Institutional Repository End-Users Provides Valuable Insight for Future Development","year":2012,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Phone; Medical education; Coding (social sciences); Psychology; The arts; Library science; Medicine; Sociology; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01469714,0.000241729,0.000452989,0.001316621,0.0007886641,0.004664071,0.0009678989,0.000597609,0.007995759],"category_scores_gemma":[0.02962179,0.0001875936,0.0003985167,0.002308959,0.001136121,0.007465829,0.001512241,0.0006109658,0.001181767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001549188,"about_ca_system_score_gemma":0.00201904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003218143,"about_ca_topic_score_gemma":0.003493259,"domain_scores_codex":[0.9903527,0.0068728,0.0004472785,0.000522528,0.001118605,0.0006860793],"domain_scores_gemma":[0.9673437,0.0192328,0.004764598,0.001743931,0.004755233,0.002159726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002578434,0.0007523258,0.7262717,0.0009087478,0.00005674677,0.000450951,0.08822311,0.0001764346,0.002248811,0.004473233,0.004021846,0.1721581],"study_design_scores_gemma":[0.00002150515,0.0007280663,0.5824089,0.0009169705,0.00004829872,0.0005440038,0.3771825,0.001147548,0.001973934,0.00219464,0.03275986,0.0000737994],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970813,0.00159902,0.003582142,0.00584053,0.00003292219,0.0001213205,0.0004134125,0.00006849412,0.01752911],"genre_scores_gemma":[0.9932789,0.001003025,0.003163972,0.0004371385,0.00001945201,0.00009073727,0.0002257552,0.000013651,0.0017675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9953359,"threshold_uncertainty_score":0.07772678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.171378418587773,"score_gpt":0.4294235495464267,"score_spread":0.2580451309586537,"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."}}