{"id":"W3198986008","doi":"10.29173/slw6911","title":"From Teacher to School Librarian Leader and Instructional Partner: A Proposed Transformation Framework for Educators of Preservice School Librarians","year":2016,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformational leadership; Context (archaeology); Educational leadership; Pedagogy; Instructional leadership; Conceptual framework; Distributed leadership; Teacher leadership; Psychology; Sociology; Shared leadership; Mathematics education; Medical education; Leadership style; Public relations; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0004569019,0.000295845,0.0003656884,0.0004280975,0.0006831284,0.001129783,0.0008844729,0.0002722567,0.006836419],"category_scores_gemma":[0.001923728,0.0002264988,0.000137634,0.00113512,0.0004903033,0.04476743,0.0001378176,0.000287508,0.0002420348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006775993,"about_ca_system_score_gemma":0.00213801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003177327,"about_ca_topic_score_gemma":0.00002799962,"domain_scores_codex":[0.9971231,0.0002319887,0.0008527134,0.0004875526,0.0006667548,0.0006379307],"domain_scores_gemma":[0.9973042,0.0006315812,0.0003029136,0.0004711259,0.0001348492,0.001155315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005709309,0.0001090827,0.05138807,0.00009110197,0.00009765005,5.596841e-7,0.02450634,0.00000961762,0.0003942709,0.8400019,0.05924412,0.02358636],"study_design_scores_gemma":[0.001046464,0.0001224976,0.03817691,0.0003901535,0.00002916352,0.000001018401,0.01384092,0.00004027955,0.002982714,0.2396537,0.7032058,0.0005104485],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5392398,0.0006019921,0.02929331,0.3575225,0.002805158,0.005228963,0.0009048885,0.0009356582,0.06346776],"genre_scores_gemma":[0.7584221,0.000151207,0.192609,0.01773088,0.00533655,0.000531643,0.000230815,0.0001142873,0.02487353],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6439616,"threshold_uncertainty_score":0.9999071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01992203405571767,"score_gpt":0.2885010109040465,"score_spread":0.2685789768483288,"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."}}