{"id":"W4385258132","doi":"10.33423/jhetp.v23i12.6247","title":"Perceptions of Excellence Teachers of Different Disciplines About the Role of the School Library and Their Ways of Using It: Opportunities to Form Reading Communities in the School","year":2023,"lang":"en","type":"article","venue":"Journal of Higher Education Theory and Practice","topic":"Literacy and Educational Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Atkinson Foundation","funders":"Agencia Nacional de Investigación y Desarrollo","keywords":"Reading (process); Excellence; Perception; School library; Pedagogy; Subject (documents); Resource (disambiguation); Mathematics education; Limiting; Sociology; Psychology; Library science; Political science; Computer science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002939169,0.0001953952,0.0004375592,0.001245338,0.002136997,0.005099864,0.0003832733,0.0008147132,0.003119354],"category_scores_gemma":[0.007267658,0.0002705609,0.0002149748,0.0008443451,0.003038585,0.002375512,0.002541354,0.0008812874,0.0003490705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001843706,"about_ca_system_score_gemma":0.002463704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005179637,"about_ca_topic_score_gemma":0.008500048,"domain_scores_codex":[0.9979056,0.0009944586,0.0001680805,0.0001994693,0.0003720022,0.0003603771],"domain_scores_gemma":[0.9937367,0.002831373,0.001229906,0.0002455434,0.0008292301,0.001127156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001165516,0.0001852977,0.2135916,0.0003218034,0.00001620513,0.0009655345,0.755918,0.0001002911,0.002927094,0.002696033,0.0005124212,0.02264914],"study_design_scores_gemma":[0.00001050195,0.0001419501,0.1256589,0.0001558137,0.00002264295,0.0002931026,0.8621612,0.0001045589,0.0006340738,0.0005169923,0.01027653,0.00002375861],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954472,0.0001353258,0.0001971415,0.0002568481,0.000002882053,0.00001391693,0.000008421852,0.000004811489,0.003933444],"genre_scores_gemma":[0.998816,0.00009972871,0.00007634611,0.00003286121,0.000001459321,0.000005899038,0.000005577247,0.000001789664,0.000960364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005179637,"threshold_uncertainty_score":0.015544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.101325755748591,"score_gpt":0.3902763855251216,"score_spread":0.2889506297765305,"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."}}