{"id":"W4402453132","doi":"10.29173/cais1852","title":"Reimagining LIS Education: Everything We Wanted to Say but Were Afraid To","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Library science; Internet privacy; Computer science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01477871,0.0007232591,0.0006446437,0.001019587,0.01419429,0.01678775,0.00160857,0.01082735,0.01424213],"category_scores_gemma":[0.01733242,0.0005035225,0.0007508433,0.00106775,0.007576183,0.01625003,0.01187533,0.02165278,0.004520953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005316581,"about_ca_system_score_gemma":0.0114204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002797279,"about_ca_topic_score_gemma":0.01082829,"domain_scores_codex":[0.9907415,0.004262834,0.0003622126,0.0006379876,0.001852092,0.002143319],"domain_scores_gemma":[0.9836044,0.002679596,0.000442487,0.0004983023,0.004196313,0.008578829],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008897426,0.0001901018,0.002532553,0.0003800033,0.00002122923,0.0003835656,0.04480335,0.0001852919,0.002476931,0.01295433,0.7612115,0.1747722],"study_design_scores_gemma":[0.000005891161,0.00005489692,0.0007724089,0.0003951013,0.000008104681,0.0001130057,0.02941857,0.00005215754,0.0002670218,0.003745072,0.9651357,0.00003219728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005381514,0.006638844,0.002542531,0.9369127,0.02920781,0.00007274004,0.00002983947,0.0001594861,0.01905458],"genre_scores_gemma":[0.1641616,0.02283373,0.01078116,0.5438592,0.02526743,0.000374025,0.0002770874,0.000803613,0.2316421],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9852213,"threshold_uncertainty_score":0.0781582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01657568473544922,"score_gpt":0.2487000954832528,"score_spread":0.2321244107478036,"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."}}