{"id":"W3133768818","doi":"10.29173/iasl7913","title":"The Promotion of Campus Reading Programs","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Promotion (chess); Class (philosophy); Value (mathematics); Investment (military); First class; Mathematics education; Public relations; Pedagogy; Sociology; Computer science; Political science; Psychology; Law; Artificial intelligence","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":[0.001120348,0.0002354423,0.0001239765,0.001144571,0.001456343,0.002198541,0.0007072897,0.0008007174,0.02411558],"category_scores_gemma":[0.003380944,0.0001055795,0.0002322212,0.0007492382,0.0004391196,0.0008137596,0.002039084,0.001509395,0.005748764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004540419,"about_ca_system_score_gemma":0.002393328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001396602,"about_ca_topic_score_gemma":0.004629843,"domain_scores_codex":[0.9993005,0.0002657188,0.00002292193,0.00007620509,0.0001395572,0.0001950415],"domain_scores_gemma":[0.9944965,0.0005922285,0.0003772104,0.0003076374,0.0008086983,0.003417781],"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":[0.0001388112,0.004435246,0.03862057,0.0005770559,0.0000200092,0.0006340549,0.00542483,0.0001808998,0.009601478,0.007364581,0.06102934,0.8719732],"study_design_scores_gemma":[0.00008686022,0.00268984,0.446007,0.0004694156,0.00006334596,0.0006726581,0.01150337,0.0009189917,0.009146427,0.002237352,0.5261431,0.00006158901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5539195,0.001938959,0.006182034,0.0153419,0.001495083,0.0008857471,0.0003513338,0.002129623,0.4177558],"genre_scores_gemma":[0.8337548,0.001171749,0.006712319,0.001997437,0.0008163183,0.0002899969,0.0004868549,0.0002421416,0.1545283],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02411558,"threshold_uncertainty_score":0.08067471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04152541690103557,"score_gpt":0.3061710741174776,"score_spread":0.264645657216442,"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."}}