{"id":"W2151237432","doi":"10.29173/slw6800","title":"Supporting Inquiry by Identifying Gaps in Student Confidence: Development of a Measure of Perceived Competence","year":2001,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Rochester; Syracuse University; Kent State University; Institute of Museum and Library Services","keywords":"Competence (human resources); Information literacy; Psychology; Measure (data warehouse); Mathematics education; Self-confidence; Digital literacy; Pedagogy; Computer science; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.001558802,0.0001586993,0.0003901357,0.0002279782,0.0003053517,0.0001250012,0.0005587968,0.00009355829,0.0008614491],"category_scores_gemma":[0.0008443392,0.0001632271,0.00007054274,0.000872194,0.0003919939,0.0009517648,0.0001589139,0.0003562798,0.00001810999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008671438,"about_ca_system_score_gemma":0.001647197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003444504,"about_ca_topic_score_gemma":0.001660721,"domain_scores_codex":[0.9971101,0.0003320514,0.0008986868,0.0003033933,0.0008451694,0.0005105856],"domain_scores_gemma":[0.9987987,0.0002494507,0.0004501975,0.0001919696,0.0001436787,0.0001660648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007288768,0.0001902081,0.899497,0.0001033258,0.00005189314,0.00002647565,0.07041157,0.00004632941,0.01185233,0.004436404,0.0009529477,0.01235858],"study_design_scores_gemma":[0.001241164,0.00006553802,0.5907839,0.001581378,0.00003771772,0.000003110877,0.3045948,0.00002438533,0.008331629,0.002386882,0.0903051,0.0006443181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883017,0.001151526,0.0004803553,0.0006791899,0.000223719,0.0002895022,0.000003012579,0.00006315181,0.008807844],"genre_scores_gemma":[0.9874992,0.0001289192,0.01037545,0.00008133797,0.00009906078,0.00001403826,0.00001259982,0.00001503086,0.001774385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3087131,"threshold_uncertainty_score":0.9432263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0348545947769885,"score_gpt":0.3526855044847604,"score_spread":0.3178309097077719,"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."}}