{"id":"W2808403375","doi":"10.18438/eblip29422","title":"Students May Demonstrate Information Literacy Skills Following Library Instruction","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":"Rubric; Information literacy; Session (web analytics); Library instruction; Psychology; Citation; Mathematics education; Medical education; Computer science; Literacy; Library science; Pedagogy; Medicine; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008912706,0.0003371835,0.0004337502,0.00126633,0.0005936753,0.001879851,0.0004287609,0.0007492843,0.01859877],"category_scores_gemma":[0.005351834,0.0001980947,0.0003854609,0.0008369811,0.0005624796,0.001287112,0.001657076,0.0009430099,0.007838215],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004237551,"about_ca_system_score_gemma":0.0008029875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001437269,"about_ca_topic_score_gemma":0.003179345,"domain_scores_codex":[0.999429,0.00005252144,0.00004955729,0.00006368558,0.0001922826,0.0002128095],"domain_scores_gemma":[0.9965406,0.0005863104,0.001082689,0.0001820911,0.0008361164,0.0007722153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000247321,0.002485347,0.6435303,0.0005911408,0.00004761531,0.00371058,0.009229641,0.0001577785,0.009649497,0.0008347898,0.01461458,0.3149015],"study_design_scores_gemma":[0.00002523496,0.001940846,0.9399294,0.0003806463,0.00008211166,0.005408723,0.008663424,0.0003085827,0.007746391,0.001814649,0.03363914,0.00006081014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729033,0.0007126038,0.0004047945,0.00144151,0.00006890539,0.00006232205,0.0003614734,0.0001196101,0.0239255],"genre_scores_gemma":[0.9770138,0.0007079609,0.0006071124,0.0008189489,0.00002890105,0.00007093887,0.0004564961,0.00002168185,0.02027422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01859877,"threshold_uncertainty_score":0.06221908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009063398663670848,"score_gpt":0.3051831118695845,"score_spread":0.2961197132059136,"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."}}