{"id":"W4387252698","doi":"10.21900/j.alise.2023.1397","title":"21st Century Accreditation","year":2023,"lang":"en","type":"article","venue":"Proceedings of the ALISE Annual Conference","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Curriculum; Competence (human resources); Medical education; Context (archaeology); Political science; Higher education; Modalities; Public relations; Pedagogy; Sociology; Psychology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04980891,0.001071849,0.00115442,0.007539833,0.008787678,0.02098032,0.004988058,0.008150757,0.1735579],"category_scores_gemma":[0.08754259,0.001170376,0.001797355,0.0051378,0.00418402,0.009025634,0.01360409,0.008728391,0.1505644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009829897,"about_ca_system_score_gemma":0.05774346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01502098,"about_ca_topic_score_gemma":0.01580624,"domain_scores_codex":[0.9022741,0.0131038,0.007681941,0.0061276,0.06134309,0.009469517],"domain_scores_gemma":[0.7880025,0.00989044,0.004181626,0.02847614,0.1576532,0.01179622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003334444,0.0001381094,0.001073232,0.0003429049,0.00001263368,0.0001839931,0.0009888083,0.0001190849,0.0009902673,0.05941972,0.8056467,0.1310512],"study_design_scores_gemma":[0.000002861081,0.00001406358,0.0004957579,0.0001064947,0.000001668683,0.00007632428,0.000157392,0.00005323854,0.0001902959,0.001174138,0.9977175,0.00001030897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003228528,0.003370753,0.0216337,0.03672045,0.02562886,0.001561248,0.002118381,0.005496158,0.9002419],"genre_scores_gemma":[0.01955324,0.00236952,0.01464847,0.01577413,0.002820416,0.001244823,0.005015584,0.002435012,0.9361388],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1735579,"threshold_uncertainty_score":0.580609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02588999068653101,"score_gpt":0.2873936101857498,"score_spread":0.2615036194992188,"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."}}