{"id":"W3147140835","doi":"10.29173/iasl8176","title":"Professional Training for Media Specialists, School Librarians, and Teacher-Librarians: A Program Proposal","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":"Apprenticeship; Plan (archaeology); Variety (cybernetics); Medical education; Professional development; Training (meteorology); Institution; Work (physics); Distance education; School library; Library science; Psychology; Pedagogy; Sociology; Computer science; Engineering; 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":[0.007906105,0.0007409556,0.0002513487,0.001471721,0.005176029,0.003703058,0.00295498,0.008100172,0.0433734],"category_scores_gemma":[0.004214711,0.0006897105,0.0005639115,0.0006014403,0.00153215,0.002455208,0.00424621,0.003778139,0.01333058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001916116,"about_ca_system_score_gemma":0.02329316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004133524,"about_ca_topic_score_gemma":0.01147894,"domain_scores_codex":[0.9969904,0.0007758421,0.000147887,0.0002608825,0.0005889504,0.001236052],"domain_scores_gemma":[0.9852995,0.0007869764,0.0002274354,0.0001829247,0.001223476,0.01227981],"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":[0.0005734353,0.02452965,0.006213677,0.001063541,0.00001712878,0.00101141,0.003245929,0.001442081,0.006766549,0.02101997,0.4322299,0.5018867],"study_design_scores_gemma":[0.001564437,0.01143227,0.03368351,0.0009245354,0.00004510411,0.001129713,0.01244289,0.004165722,0.004095196,0.009425829,0.9209422,0.0001485889],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.1303608,0.003334978,0.08121815,0.3514375,0.02335563,0.07232086,0.001048965,0.005424266,0.3314988],"genre_scores_gemma":[0.1238751,0.003771822,0.1074898,0.03188999,0.005615452,0.0386556,0.001507272,0.0003976866,0.6867973],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.0433734,"threshold_uncertainty_score":0.1450985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04822330547339255,"score_gpt":0.3245332046998437,"score_spread":0.2763098992264512,"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."}}