{"id":"W3134190324","doi":"10.29173/iasl7454","title":"School Librarians’ Roles","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perception; Psychology; Medical education; Survey instrument; Survey data collection; Applied psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009014182,0.0002392816,0.0004304703,0.003790847,0.005931806,0.008777325,0.001132105,0.001204277,0.03189058],"category_scores_gemma":[0.02602542,0.0004395099,0.0004417617,0.003237711,0.00188907,0.004184123,0.004430977,0.001183359,0.01454096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003879369,"about_ca_system_score_gemma":0.0088507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005617175,"about_ca_topic_score_gemma":0.01005678,"domain_scores_codex":[0.9816366,0.009692327,0.001599779,0.001288797,0.003402911,0.002379512],"domain_scores_gemma":[0.9575688,0.01102784,0.005818589,0.00345858,0.01099375,0.0111324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002878571,0.0006145111,0.2783687,0.0006453162,0.00005399574,0.0009375252,0.1541216,0.0001639157,0.001618842,0.03299743,0.1258406,0.4043497],"study_design_scores_gemma":[0.00004808827,0.0002798299,0.1427846,0.0004362126,0.00004563247,0.001569523,0.1129351,0.0001940587,0.001899519,0.003262945,0.7364649,0.00007964845],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.540251,0.005175666,0.004495929,0.02174835,0.0005458479,0.0002998117,0.0009502224,0.000866492,0.4256667],"genre_scores_gemma":[0.8761245,0.00168584,0.003194494,0.003725649,0.0001518679,0.0001591222,0.000429459,0.0001246516,0.1144045],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03189058,"threshold_uncertainty_score":0.1066846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02128339156053736,"score_gpt":0.2752831568443763,"score_spread":0.2539997652838389,"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."}}