{"id":"W338028855","doi":"10.29173/slw6843","title":"Teacher-librarians leading change: Some stories from the margins","year":2007,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of the Western Cape","keywords":"Disadvantaged; Literacy; Cape; Reading (process); Pedagogy; Sociology; Library science; Political 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":[0.02436149,0.0007075088,0.001012387,0.00271653,0.04813159,0.03343335,0.003639243,0.01407619,0.01241124],"category_scores_gemma":[0.06665951,0.001148828,0.00103867,0.003727243,0.03545889,0.03084562,0.02494206,0.02307548,0.002920563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01177647,"about_ca_system_score_gemma":0.009700489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01690453,"about_ca_topic_score_gemma":0.0247063,"domain_scores_codex":[0.9674523,0.02049978,0.0006569095,0.001559085,0.004062661,0.005769153],"domain_scores_gemma":[0.9375821,0.03939366,0.003433654,0.002638122,0.00641225,0.01054015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007514276,0.00007042971,0.001994058,0.0001803272,0.00001582873,0.001823384,0.8876032,0.00003090448,0.0001417754,0.02553339,0.06819288,0.01433863],"study_design_scores_gemma":[0.00001521988,0.00002562817,0.0008668936,0.0001876683,0.000007933212,0.0003136743,0.6703465,0.00002210968,0.000112037,0.004187977,0.3238903,0.00002404352],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1151185,0.01553846,0.001982266,0.6695059,0.007124114,0.00009547611,0.0001165588,0.0002392358,0.1902796],"genre_scores_gemma":[0.8381063,0.007800596,0.0006109864,0.1025392,0.004228121,0.0001784442,0.00008266105,0.0006294476,0.04582426],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04813159,"threshold_uncertainty_score":0.1288374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03893991662961724,"score_gpt":0.2968649390624427,"score_spread":0.2579250224328254,"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."}}