{"id":"W3145340896","doi":"10.29173/iasl7977","title":"Elementary School Students’ Perceptions of school library and expectations of Library Space","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":"School library; Perception; Mathematics education; Space (punctuation); School teachers; Ideal (ethics); Psychology; Library science; Computer science; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001125603,0.0001158327,0.0001894457,0.000124223,0.0002775099,0.0003739795,0.0003858995,0.0000825637,0.003337557],"category_scores_gemma":[0.0001593184,0.0001175326,0.00005440972,0.0006918728,0.0004112092,0.009142944,0.00020023,0.0001409126,0.00001676077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007022059,"about_ca_system_score_gemma":0.001124166,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003454144,"about_ca_topic_score_gemma":0.000009532192,"domain_scores_codex":[0.9986155,0.00004161649,0.0003299464,0.000305149,0.0004790812,0.0002287288],"domain_scores_gemma":[0.9992201,0.00005325687,0.000170583,0.00008606594,0.0001815514,0.0002884357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001756639,0.0001367887,0.8611169,0.0000482937,0.00001789541,0.000002414405,0.08988266,1.342211e-7,0.00294276,0.04056802,0.004745188,0.0005213868],"study_design_scores_gemma":[0.0002352379,0.0001432878,0.2501895,0.0001160681,0.00002138936,0.000002827678,0.7309618,0.0000108172,0.009576435,0.005260269,0.003307551,0.0001747759],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666823,0.0001548502,0.00001609996,0.00734384,0.00006476961,0.0002001406,0.00006933908,0.00007502227,0.02539369],"genre_scores_gemma":[0.9898482,0.0006180634,0.002757784,0.0002772808,0.0001315732,0.00001618023,0.00003236489,0.000009419901,0.006309152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6410791,"threshold_uncertainty_score":0.9975736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02369947784018502,"score_gpt":0.3082269382835414,"score_spread":0.2845274604433564,"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."}}