{"id":"W3202504012","doi":"10.29173/iasl8288","title":"Bibliotherapy Intervention for Combating Aliteracy in High Schools: School Libraries to the Rescue","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bibliotherapy; Remedial education; Reading (process); Psychology; Intervention (counseling); Medical education; Medicine; Mathematics education; Psychotherapist; Psychiatry","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":[0.0005300678,0.0002792626,0.0005519302,0.001135051,0.002271207,0.001169861,0.0004524062,0.0009323033,0.006658894],"category_scores_gemma":[0.001221448,0.0001777707,0.0003531712,0.000802259,0.0004450374,0.0007750652,0.001440568,0.0008429387,0.000568526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005899568,"about_ca_system_score_gemma":0.002919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001903241,"about_ca_topic_score_gemma":0.008465964,"domain_scores_codex":[0.9995878,0.0001828947,0.0000324067,0.00003164686,0.00006489669,0.000100266],"domain_scores_gemma":[0.9993786,0.0001089069,0.0001617025,0.00002616035,0.00008680695,0.0002378469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001563273,0.0300443,0.1219553,0.009572503,0.0002399934,0.004509124,0.02323301,0.0003134379,0.009637333,0.002259943,0.01442902,0.7822427],"study_design_scores_gemma":[0.001092775,0.01696874,0.6895534,0.009163857,0.0008653399,0.002714202,0.1339053,0.0008030254,0.01203365,0.002819318,0.1299521,0.0001282622],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717461,0.009775982,0.0006197364,0.004786103,0.0002866566,0.0004872753,0.00006445834,0.000144978,0.01208872],"genre_scores_gemma":[0.9793044,0.008392141,0.002781599,0.001234474,0.0001217873,0.0001936843,0.0000567809,0.00001009462,0.007905118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006658894,"threshold_uncertainty_score":0.02227616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04066072064474693,"score_gpt":0.3420049736589694,"score_spread":0.3013442530142224,"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."}}