{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003636815,0.00009109345,0.0001108796,0.00004469265,0.0005204557,0.0008743178,0.0002590813,0.000084376,0.0007086545],"category_scores_gemma":[0.0004354611,0.00008925895,0.00003932259,0.000507235,0.0002368763,0.002680085,0.00005567433,0.0001160388,0.0001208275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002402712,"about_ca_system_score_gemma":0.0007044381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001531781,"about_ca_topic_score_gemma":0.0000687093,"domain_scores_codex":[0.9987967,0.00001941531,0.0001419612,0.0002978655,0.0004033548,0.0003406967],"domain_scores_gemma":[0.9990907,0.00003332286,0.00007111939,0.00005375985,0.0005723201,0.0001787841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009357904,0.00005446354,0.03956708,0.00002080216,0.000008480533,0.00002173079,0.5136226,1.747868e-7,0.002119083,0.4239087,0.0133257,0.007341809],"study_design_scores_gemma":[0.0001290705,0.00006658014,0.004884058,0.00006747507,0.000009170809,0.000009237058,0.661064,0.00004440016,0.009103052,0.02075116,0.3035718,0.0003000009],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7809888,0.00003108685,0.00006076983,0.01329606,0.000233938,0.00008058682,0.000006009521,0.0001423908,0.2051604],"genre_scores_gemma":[0.9778834,0.0000723347,0.0006788073,0.00057169,0.0003128381,0.000006633999,0.000004533272,0.000004857672,0.02046493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4031575,"threshold_uncertainty_score":0.8431067,"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."}}