{"id":"W3145426683","doi":"10.29173/iasl7514","title":"Creating Love for Reading via Inclusion of African Talking Drums in School Library Media Centre Activities","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Media center; School library; Inclusion (mineral); Indigenous; Reading (process); Presentation (obstetrics); Drum; Visual arts; Media studies; Sociology; Library science; Art; History; Computer science; Political science; Gender studies","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":[0.00229663,0.0004088166,0.00025328,0.001344026,0.008149258,0.006456738,0.0006031041,0.001159225,0.01096754],"category_scores_gemma":[0.003899495,0.0003297957,0.0004143442,0.0007196036,0.004048645,0.004588555,0.008335522,0.001641146,0.00177056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009603552,"about_ca_system_score_gemma":0.0009674527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001056449,"about_ca_topic_score_gemma":0.004342368,"domain_scores_codex":[0.9974059,0.001907964,0.00004420452,0.0001137744,0.0002069225,0.0003211554],"domain_scores_gemma":[0.9981585,0.0008735828,0.0002284637,0.0001481342,0.0001197849,0.0004714604],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001324102,0.0003058673,0.007190258,0.0004878776,0.00001667567,0.002398426,0.8386466,0.00007597551,0.00553696,0.01693218,0.00917745,0.1190993],"study_design_scores_gemma":[0.00003397344,0.0003534292,0.01227393,0.0006569783,0.00005105264,0.002142912,0.6729881,0.000210212,0.003489557,0.004266499,0.3034825,0.0000508375],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6845426,0.001677576,0.01035967,0.00764792,0.0003520723,0.0003021371,0.00008858426,0.0003813201,0.2946482],"genre_scores_gemma":[0.9570905,0.001226568,0.009031932,0.0007056297,0.0001294983,0.0001477256,0.00003156603,0.0001054863,0.03153111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01096754,"threshold_uncertainty_score":0.03669012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01671929053542234,"score_gpt":0.2406685446085604,"score_spread":0.223949254073138,"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."}}