{"id":"W4283013024","doi":"10.18438/eblip30109","title":"Rubrics May Be a Useful Tool for Assessing MLIS Student Learning Experiences","year":2022,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rubric; Experiential learning; Diversity (politics); Socialization; Psychology; Medical education; Computer science; Pedagogy; Sociology; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02428808,0.001619897,0.001493003,0.02198849,0.001356282,0.003515545,0.001772602,0.0008636111,0.01205715],"category_scores_gemma":[0.09032917,0.00052207,0.001725349,0.009701185,0.0008370257,0.005093928,0.00286726,0.001702965,0.005521363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001562232,"about_ca_system_score_gemma":0.001849351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001455804,"about_ca_topic_score_gemma":0.003686632,"domain_scores_codex":[0.9853746,0.004979138,0.003686759,0.0005923071,0.005048644,0.0003185527],"domain_scores_gemma":[0.8965995,0.05563275,0.01149961,0.004754824,0.02960901,0.00190431],"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":[0.0002158166,0.000697793,0.03219477,0.00358123,0.000103434,0.0001697998,0.009035985,0.0006029527,0.002906695,0.003636641,0.04795169,0.8989031],"study_design_scores_gemma":[0.0002063947,0.002999835,0.3924278,0.007353792,0.0003181624,0.001495241,0.04892861,0.007077537,0.01119484,0.01730812,0.5096802,0.001009415],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4219791,0.01110037,0.3046216,0.007219822,0.003416523,0.01828806,0.0268226,0.01824833,0.1883036],"genre_scores_gemma":[0.3656618,0.007020799,0.5664353,0.0013013,0.0006815401,0.02005378,0.01299626,0.001283894,0.02456531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02428808,"threshold_uncertainty_score":0.1284492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04440931511097947,"score_gpt":0.3524899805589821,"score_spread":0.3080806654480026,"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."}}