{"id":"W181290113","doi":"10.29173/slw6838","title":"The roles of professional organizations in school library education: Case studies from around the world","year":2007,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Library Science and Administration","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socialization; Professional development; Professional association; Service (business); School library; Sociology; Pedagogy; Contingency theory; Professional studies; Political science; Public relations; Library science; Management; Social 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":[0.006671825,0.0002436434,0.0004024279,0.002789725,0.01746992,0.005088791,0.001143901,0.002011613,0.003403161],"category_scores_gemma":[0.0159973,0.0004234187,0.0002793481,0.004086894,0.006679812,0.004427817,0.006714263,0.002055647,0.0004682062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006631098,"about_ca_system_score_gemma":0.006955386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03075075,"about_ca_topic_score_gemma":0.1237131,"domain_scores_codex":[0.9917671,0.006181887,0.0002445266,0.0002897673,0.0004359012,0.001080814],"domain_scores_gemma":[0.9801655,0.01415805,0.001553716,0.0007276551,0.00132494,0.002070243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006508176,0.0005248935,0.04762116,0.0002881302,0.00001194192,0.004138786,0.9014433,0.0001668655,0.000177223,0.009177821,0.002029582,0.03435514],"study_design_scores_gemma":[0.00001500383,0.00008168632,0.009355856,0.0001459487,0.00001536148,0.0009637589,0.964381,0.00009166048,0.0001707404,0.0005787899,0.02419033,0.00001001825],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9792292,0.001141216,0.0005103893,0.001615979,0.00001776793,0.00007571342,0.00001737293,0.0000143144,0.01737802],"genre_scores_gemma":[0.9959012,0.001234414,0.0004495059,0.0002764371,0.000008276723,0.00005124112,0.00001372936,0.000008748642,0.002056461],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03075075,"threshold_uncertainty_score":0.06114352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908031737111695,"score_gpt":0.3198775055440269,"score_spread":0.30079718817291,"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."}}