{"id":"W3142410227","doi":"10.29173/iasl7502","title":"The Experience of Reading","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Collection Development and Digital Resources","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Pleasure; Preference; Comprehension; Computer science; Reading comprehension; Multimedia; Value (mathematics); Psychology; Linguistics","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":[0.003323974,0.0004507019,0.0004980728,0.001429413,0.004098689,0.01039738,0.001095421,0.001995737,0.009714039],"category_scores_gemma":[0.01431497,0.0003232679,0.0005129341,0.001191099,0.01051727,0.008523267,0.008233415,0.003063979,0.001599828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001238535,"about_ca_system_score_gemma":0.001036463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00143003,"about_ca_topic_score_gemma":0.00185138,"domain_scores_codex":[0.9912413,0.00570754,0.0002652385,0.0005493491,0.001503207,0.0007332723],"domain_scores_gemma":[0.9896894,0.006503369,0.001162705,0.0008530259,0.0007441136,0.001047446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000069303,0.00006002888,0.006797952,0.0002717818,0.00003042301,0.002181323,0.923424,0.0000747038,0.002170705,0.01944126,0.00647067,0.03900794],"study_design_scores_gemma":[0.00001188216,0.0002010328,0.008628528,0.0004684283,0.00003551074,0.005604709,0.7065848,0.0000957582,0.0007502917,0.01008028,0.2674753,0.0000634992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5977029,0.01142153,0.01010325,0.01129369,0.0008333315,0.00005920145,0.0001838782,0.0003311089,0.3680711],"genre_scores_gemma":[0.9689984,0.002321917,0.001038086,0.001409176,0.0001559522,0.00002775049,0.00007487195,0.00009247939,0.02588134],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01039738,"threshold_uncertainty_score":0.03249669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0189393329143475,"score_gpt":0.2326914874705407,"score_spread":0.2137521545561932,"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."}}