{"id":"W3135430888","doi":"10.29173/iasl7455","title":"School Librarian Leadership: Research and Practice","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Educational leadership; Certification; Leadership studies; Teacher leadership; Pedagogy; State (computer science); Sociology; Political science; Medical education; Leadership style; Public relations; Library science; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04029804,0.0002739961,0.000706905,0.004819422,0.005059583,0.01437873,0.002014948,0.002321457,0.01431863],"category_scores_gemma":[0.07140607,0.0005207912,0.0003914892,0.01023467,0.007425557,0.007591191,0.004684536,0.002413402,0.002413176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01400206,"about_ca_system_score_gemma":0.0369566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01012904,"about_ca_topic_score_gemma":0.01711935,"domain_scores_codex":[0.9633938,0.026027,0.001685541,0.002140445,0.005031387,0.001721763],"domain_scores_gemma":[0.8804184,0.07842067,0.008116991,0.004119179,0.01728658,0.0116382],"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":[0.0001968204,0.002117118,0.106152,0.006197826,0.0001056009,0.0004073137,0.1323585,0.0002195336,0.0002620467,0.07627898,0.05832902,0.6173752],"study_design_scores_gemma":[0.0002594707,0.0006760732,0.08926778,0.0186947,0.000131728,0.0005258945,0.5233333,0.0004454823,0.001170411,0.01900474,0.3464152,0.00007526602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3797967,0.1766103,0.005290695,0.1737507,0.001797935,0.0006862866,0.0003892336,0.0003177179,0.2613606],"genre_scores_gemma":[0.9137018,0.06085151,0.003772612,0.01101007,0.0004313533,0.0004944977,0.0001682448,0.00006016068,0.009509719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04029804,"threshold_uncertainty_score":0.2131189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2930068865433317,"score_gpt":0.4325685254543424,"score_spread":0.1395616389110108,"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."}}