{"id":"W3140811841","doi":"10.29173/iasl7787","title":"The Shifting sands of School Libraries","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Administration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"School library; Sociology; Key (lock); Pedagogy; Digital library; Sustainability; Political science; Mathematics education; Psychology; Library science; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.0005151579,0.0000780996,0.0001062186,0.0000251811,0.0008750819,0.0008662052,0.0004075728,0.00006864259,0.0002816829],"category_scores_gemma":[0.001305876,0.00005823881,0.00004454827,0.0005053126,0.0005569169,0.002611425,0.00008902719,0.0001282705,0.00002052081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001060196,"about_ca_system_score_gemma":0.001344312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007841627,"about_ca_topic_score_gemma":0.0000736712,"domain_scores_codex":[0.9988619,0.00002630521,0.0002178995,0.000196623,0.0004140217,0.000283227],"domain_scores_gemma":[0.9989721,0.0001162754,0.0001277444,0.00006709192,0.0005805029,0.0001362415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002041292,0.00003479014,0.07521913,0.00002340274,0.00001208147,0.00000316393,0.2705177,1.564573e-7,0.001020607,0.635502,0.007394741,0.01025182],"study_design_scores_gemma":[0.0001656048,0.0001042538,0.02650189,0.0000907802,0.000011309,0.000003149919,0.7636462,0.00005134679,0.01951852,0.05667654,0.1329937,0.0002366429],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8792557,0.0001958047,0.000034146,0.01402146,0.0001929439,0.00009690264,0.000007026475,0.00006921437,0.1061269],"genre_scores_gemma":[0.9927081,0.0001233443,0.0003816048,0.0002638063,0.000207359,0.000006803371,0.000002268685,0.000003930709,0.006302764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5788255,"threshold_uncertainty_score":0.8352836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0425661658639501,"score_gpt":0.300866674474022,"score_spread":0.2583005086100719,"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."}}