{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001160959,0.00009643676,0.0001099841,0.00004607448,0.0002435379,0.0007662548,0.000746027,0.00003519851,0.0000205852],"category_scores_gemma":[0.0002581145,0.00006904719,0.00004084477,0.0007171329,0.00009803693,0.001816727,0.0004102937,0.00007937296,0.00001298643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001154258,"about_ca_system_score_gemma":0.000212258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004428715,"about_ca_topic_score_gemma":0.000001014333,"domain_scores_codex":[0.9989842,0.000006865906,0.0002203343,0.0002623407,0.0003048036,0.0002214552],"domain_scores_gemma":[0.998988,0.00008452448,0.0001005146,0.0001267491,0.0006260421,0.00007411795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003370557,0.0000848862,0.0272397,0.00005171241,0.0000410435,0.00001780299,0.416124,9.609815e-7,0.003109356,0.458349,0.0144188,0.080529],"study_design_scores_gemma":[0.0006681329,0.0002438965,0.02184721,0.000229755,0.000007964229,0.0001609978,0.1554622,0.004908746,0.3972762,0.06059564,0.3576954,0.0009039524],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8992897,0.0002076626,0.006969352,0.002246551,0.00027822,0.00009955011,0.000001849854,0.0001782028,0.09072889],"genre_scores_gemma":[0.9850807,0.0000473729,0.002468121,0.0001580422,0.00002528411,0.00001485452,4.433858e-7,0.000003687819,0.01220153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3977533,"threshold_uncertainty_score":0.7389013,"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."}}