{"id":"W7127938166","doi":"10.63468/sshrr.312","title":"&lt;b&gt;USE&lt;/b&gt;&lt;b&gt; &lt;/b&gt;&lt;b&gt;OF&lt;/b&gt;&lt;b&gt; &lt;/b&gt;&lt;b&gt;SCHOOL&lt;/b&gt;&lt;b&gt; &lt;/b&gt;&lt;b&gt;LIBRARY&lt;/b&gt;&lt;b&gt; &lt;/b&gt;&lt;b&gt;IN&lt;/b&gt;&lt;b&gt; &lt;/b&gt;&lt;b&gt;DEVELOPMENT&lt;/b&gt;&lt;b&gt; &lt;/b&gt;&lt;b&gt;OF&lt;/b&gt;&lt;b&gt; &lt;/b&gt;&lt;b&gt;READING CULTURE HABITS&lt;/b&gt;","year":2025,"lang":"","type":"article","venue":"Social Sciences & Humanity Research Review","topic":"Library Science and Administration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership","funders":"","keywords":"Reading (process); Thematic analysis; Qualitative property; Descriptive statistics; Perception; Multimethodology; Quantitative research; Extensive reading","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006568093,0.000201614,0.0001612623,0.0005074866,0.001989705,0.00391501,0.0003602433,0.000713911,0.09214769],"category_scores_gemma":[0.001366681,0.0001699915,0.0001781051,0.001086235,0.001081844,0.002286984,0.001321254,0.0007872131,0.03076207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002095666,"about_ca_system_score_gemma":0.003251289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285596,"about_ca_topic_score_gemma":0.03244631,"domain_scores_codex":[0.999546,0.0001027549,0.00003069815,0.00008906845,0.0001194284,0.000111966],"domain_scores_gemma":[0.9985881,0.0002087111,0.0002287507,0.0001214133,0.0004081883,0.0004447365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003236596,0.0009751459,0.2150585,0.00107653,0.00002212753,0.001213829,0.04163751,0.000399921,0.01359876,0.02345227,0.1112033,0.5910385],"study_design_scores_gemma":[0.00002359643,0.0003415334,0.2463674,0.0005948059,0.00002963184,0.0006102344,0.05273303,0.0004033065,0.006677342,0.003246106,0.6889294,0.00004361421],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5353318,0.001294243,0.002376236,0.007031482,0.0003899436,0.0001902733,0.001905281,0.0003762562,0.4511045],"genre_scores_gemma":[0.7862728,0.001603634,0.001610315,0.0008730661,0.00006246047,0.0001393781,0.0004503661,0.0001475814,0.2088405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09214769,"threshold_uncertainty_score":0.3082647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09665438506929144,"score_gpt":0.3731028868719738,"score_spread":0.2764485018026823,"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."}}