{"id":"W3151725563","doi":"10.29173/iasl8028","title":"Using Portfolio Items to Assess Information Literacy","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information literacy; Portfolio; Lifelong learning; Process (computing); Computer science; Mathematics education; Medical education; Knowledge management; Psychology; Pedagogy; World Wide Web; Business; Medicine","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":[0.005011147,0.0005652156,0.000546941,0.004233682,0.0005321187,0.001898312,0.0007354996,0.0008631336,0.003389986],"category_scores_gemma":[0.02151214,0.0002401609,0.0006631931,0.002152794,0.0004065049,0.002137147,0.001690992,0.001015172,0.001392848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004545815,"about_ca_system_score_gemma":0.0006851664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003667507,"about_ca_topic_score_gemma":0.0006746488,"domain_scores_codex":[0.9957223,0.001372387,0.00108402,0.0002761256,0.001350188,0.0001949499],"domain_scores_gemma":[0.9870658,0.005333976,0.002568401,0.0008868971,0.003307593,0.0008373079],"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":[0.0005097162,0.00308643,0.4328387,0.0005623991,0.0002867273,0.0004971459,0.005241864,0.001726471,0.005114049,0.002970708,0.008423205,0.5387427],"study_design_scores_gemma":[0.0002973207,0.006435681,0.8922984,0.000661456,0.0001970877,0.003230368,0.00617711,0.008234022,0.01695467,0.009911159,0.0554109,0.0001917951],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9460267,0.000348483,0.01953924,0.000411168,0.0001329423,0.0031197,0.001467919,0.0003199591,0.02863388],"genre_scores_gemma":[0.9104995,0.0007339839,0.07017955,0.0003612401,0.00005463285,0.005124396,0.003164761,0.00006112699,0.009820858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005011147,"threshold_uncertainty_score":0.02650177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060593961105902,"score_gpt":0.442350364244187,"score_spread":0.3362909681335968,"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."}}