{"id":"W4390800611","doi":"10.1515/9781800105638-toc","title":"CONTENTS","year":2022,"lang":"en","type":"paratext","venue":"Boydell and Brewer eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"African Union; Innovation, Science and Economic Development Canada","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005757142,0.0009684109,0.0007793019,0.003582816,0.001988434,0.008262583,0.001147963,0.001961949,0.8767822],"category_scores_gemma":[0.003552897,0.0005456988,0.0005521094,0.003849674,0.0006536582,0.003542194,0.002549775,0.001483394,0.8566478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002455175,"about_ca_system_score_gemma":0.001870369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006245114,"about_ca_topic_score_gemma":0.007474529,"domain_scores_codex":[0.9992706,0.000100777,0.0000234628,0.00009599667,0.0004428604,0.00006628765],"domain_scores_gemma":[0.998577,0.000295117,0.00005440332,0.0002128327,0.0005802074,0.0002805015],"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":[0.00001713353,0.00002052646,0.00005256508,0.0000609197,0.000001391876,0.0000207398,0.00002704454,0.0000833117,0.0002063487,0.00526519,0.9574224,0.03682236],"study_design_scores_gemma":[0.000005047576,0.000006378903,0.0001324938,0.00006082501,0.000001680514,0.0000268069,0.00003195596,0.00008900636,0.0001597572,0.001534744,0.9979466,0.000004684586],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001766607,0.0002593531,0.001276343,0.0005806253,0.001003636,0.00009291615,0.004724963,0.001498218,0.9903873],"genre_scores_gemma":[0.0004366605,0.0001689374,0.0002918648,0.0001676452,0.0001720024,0.00002984534,0.001724694,0.0006711123,0.9963373],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1232178,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03421542275357778,"score_gpt":0.2579654729884637,"score_spread":0.2237500502348859,"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."}}