{"id":"W4385249086","doi":"10.1108/s1479-368720230000043026","title":"Afterword","year":2023,"lang":"en","type":"book-chapter","venue":"Advances in research on teaching","topic":"Digital Education and Society","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Yearbook; Publishing; Emerald; History; Library science; Citation; Prospectus; Art history; Media studies; Political science; Law; Sociology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001990914,0.001814549,0.001311496,0.0030515,0.003528617,0.010577,0.002499415,0.004549291,0.6996934],"category_scores_gemma":[0.01304784,0.0005254135,0.001263006,0.003461095,0.001262552,0.007918611,0.004433081,0.004129557,0.7635509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002534606,"about_ca_system_score_gemma":0.004080715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005490006,"about_ca_topic_score_gemma":0.006575282,"domain_scores_codex":[0.9973756,0.0003650249,0.0002308447,0.0004252882,0.001308047,0.0002950688],"domain_scores_gemma":[0.9926687,0.0007818196,0.0003359064,0.0006417302,0.004475055,0.001096672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000474105,0.000002997363,0.00001370631,0.00005704089,5.984222e-7,0.00001010662,0.00002056245,0.000004352516,0.0000225481,0.00091051,0.9864153,0.01253744],"study_design_scores_gemma":[0.000001861369,0.000004341131,0.00004461687,0.00006173114,6.961268e-7,0.0000244418,0.0000431466,0.000005979653,0.0000238377,0.0003484765,0.9994379,0.000003001913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0003532093,0.005895359,0.001907062,0.04558932,0.246143,0.000457818,0.009399027,0.003623385,0.6866319],"genre_scores_gemma":[0.001350022,0.002389451,0.0006161371,0.01479727,0.01379156,0.0001899137,0.004985825,0.001439256,0.9604407],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.6996934,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1933134909066622,"score_gpt":0.4837798947756906,"score_spread":0.2904664038690283,"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."}}