{"id":"W3133505226","doi":"10.29173/iasl7462","title":"Mind the gap: School Librarians’ Anticipated and Preferred Professional Development Methods for Integration of Digital Textbooks","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":"Mandate; Professional development; State (computer science); Public relations; Sociology; Pedagogy; Psychology; Political science; Medical education; Computer science; 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":[0.03692529,0.0002141279,0.0002714368,0.003028693,0.006633561,0.01032441,0.001279945,0.00190558,0.003159392],"category_scores_gemma":[0.07785758,0.0004756131,0.0004379295,0.001642942,0.003312256,0.007428028,0.005896654,0.002328832,0.0008111224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005139304,"about_ca_system_score_gemma":0.01170054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007264559,"about_ca_topic_score_gemma":0.02468535,"domain_scores_codex":[0.9629014,0.02695625,0.002175784,0.001310619,0.004530168,0.002125824],"domain_scores_gemma":[0.9418677,0.03052236,0.006167744,0.002456315,0.01340493,0.005580987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000228471,0.0007204819,0.1252947,0.0005237295,0.00004318445,0.0008231449,0.6370428,0.0001369099,0.002012625,0.01743322,0.01246401,0.2032767],"study_design_scores_gemma":[0.00007377808,0.0004024938,0.06184647,0.0008104714,0.00004802003,0.0007190041,0.8369343,0.0008665193,0.002573128,0.004443347,0.09117211,0.0001104865],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9246764,0.001367754,0.007676161,0.03149616,0.0001917292,0.0002314526,0.00006474814,0.0001418366,0.03415373],"genre_scores_gemma":[0.9798677,0.000524361,0.01034588,0.003012907,0.00002832728,0.0001401854,0.00003568356,0.00004514934,0.005999809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03692529,"threshold_uncertainty_score":0.195282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09405400724901838,"score_gpt":0.3859763060426553,"score_spread":0.2919222987936368,"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."}}