{"id":"W4235904551","doi":"10.29173/iasl7954","title":"Reading Spaces","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Administration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Presentation (obstetrics); Pleasure; Space (punctuation); Affect (linguistics); Focus (optics); Computer science; Multimedia; Mathematics education; Visual arts; Architectural engineering; Pedagogy; Sociology; Psychology; Linguistics; Engineering; Art; Communication","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":[0.000715257,0.000509439,0.0003934274,0.001280386,0.003236049,0.007957496,0.001370919,0.001735755,0.1231232],"category_scores_gemma":[0.003266035,0.0002743356,0.0005606856,0.001583319,0.002078613,0.00646187,0.004668352,0.001436103,0.04239558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001017343,"about_ca_system_score_gemma":0.0008523961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001395514,"about_ca_topic_score_gemma":0.001799278,"domain_scores_codex":[0.9984125,0.000577545,0.0001130405,0.0003125552,0.0003270017,0.0002573612],"domain_scores_gemma":[0.9984036,0.0004822844,0.0001647502,0.0003545397,0.0002840302,0.0003109153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002641425,0.0001133662,0.001811396,0.0007811796,0.00001652193,0.001744569,0.0285551,0.0009959526,0.004007488,0.6032693,0.1181092,0.2403317],"study_design_scores_gemma":[0.00001095591,0.00006416385,0.001177273,0.0002036831,0.000006025817,0.0006345204,0.008024939,0.0001510623,0.0007695012,0.02566863,0.9632651,0.00002416783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02142622,0.004866413,0.02092461,0.002936361,0.001237185,0.0001049693,0.001140277,0.0015484,0.9458156],"genre_scores_gemma":[0.3797596,0.00480072,0.02531801,0.001588564,0.0007823608,0.0002587264,0.001950563,0.001252992,0.5842886],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1231232,"threshold_uncertainty_score":0.4118882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0383685786171656,"score_gpt":0.3085539379885801,"score_spread":0.2701853593714145,"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."}}