{"id":"W3148248386","doi":"10.29173/iasl7741","title":"Assessing school libraries as learning environments","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; School library; Perception; Science learning; Psychology; Medical education; Computer science; Library science; Science education; Medicine","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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003595526,0.0001281544,0.0001364176,0.00005091787,0.0009949905,0.002920663,0.0003066576,0.0001196816,0.00189334],"category_scores_gemma":[0.001028339,0.0001313005,0.00004642173,0.0003975029,0.0003508874,0.01058602,0.0001153633,0.0002782913,0.0003574921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003683265,"about_ca_system_score_gemma":0.001269751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008997865,"about_ca_topic_score_gemma":0.00001080862,"domain_scores_codex":[0.9983951,0.00004949127,0.0001962916,0.0003868444,0.0005694639,0.0004028375],"domain_scores_gemma":[0.9993329,0.00004809056,0.0001174689,0.00005766855,0.0001563398,0.0002875483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002566731,0.0001888124,0.251248,0.00004357535,0.00003243567,0.00007141216,0.5048931,0.000003733325,0.01183523,0.1997327,0.004828101,0.0270972],"study_design_scores_gemma":[0.0001766661,0.00009511412,0.02167558,0.00008176196,0.00001237636,0.000009480199,0.7029388,0.00005452164,0.01280697,0.01831965,0.2434703,0.0003587747],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8552161,0.00006813715,0.000113853,0.004790125,0.0001522816,0.00008766646,0.000001610215,0.000123939,0.1394462],"genre_scores_gemma":[0.9689488,0.00009015351,0.0008165769,0.0006717209,0.0002697369,0.000009196428,0.00001006758,0.000008642041,0.02917504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2386422,"threshold_uncertainty_score":0.9990191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04157838566023292,"score_gpt":0.3132170405582628,"score_spread":0.2716386548980299,"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."}}