{"id":"W2415451287","doi":"10.11645/10.1.2065","title":"Instructor perceptions of student information literacy:","year":2016,"lang":"en","type":"article","venue":"Journal of Information Literacy","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information literacy; Perception; Curriculum; Psychology; Medical education; Higher education; Mathematics education; Pedagogy; Medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001259431,0.0001285209,0.0002392475,0.0008718219,0.000276285,0.0006076887,0.0005919321,0.00009247143,0.001281971],"category_scores_gemma":[0.0005527044,0.00008363475,0.000186815,0.000677341,0.0001946145,0.1899684,0.00005807141,0.0001436458,0.000308944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001474833,"about_ca_system_score_gemma":0.0004864511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002365342,"about_ca_topic_score_gemma":3.941589e-7,"domain_scores_codex":[0.9964911,0.0001209504,0.001979171,0.00004475266,0.001108932,0.0002551306],"domain_scores_gemma":[0.9953519,0.000202131,0.002032652,0.0001959475,0.001994486,0.0002228549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009317079,0.00006657488,0.02684401,0.00006350866,0.00003590073,6.215743e-7,0.4220614,0.00004228608,0.00009340925,0.06562749,0.006212864,0.4788588],"study_design_scores_gemma":[0.00134895,0.0002183534,0.1273189,0.0003389009,0.00001511987,0.00002627433,0.0207439,0.00008512813,0.0001930712,0.001346026,0.8481574,0.0002079331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960326,0.00003533121,0.01176609,0.005004764,0.001530888,0.0002976005,0.0000831579,0.00004448852,0.0209117],"genre_scores_gemma":[0.9919204,0.000251955,0.00494517,0.002254856,0.0002936456,0.000004082257,0.00001880254,0.000003302401,0.0003078046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8419445,"threshold_uncertainty_score":0.999631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00827445890824179,"score_gpt":0.310502933847691,"score_spread":0.3022284749394492,"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."}}