{"id":"W4234921153","doi":"10.1108/978-1-80043-906-120211021","title":"Index","year":2021,"lang":"en","type":"paratext","venue":"","topic":"Digital Education and Society","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"John D. and Catherine T. MacArthur Foundation","keywords":"Publishing; Political science; Media studies; Sociology; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003530636,0.00008888537,0.0001129126,0.00002404537,0.00002929104,0.0005147025,0.0006340484,0.0001176826,0.005696942],"category_scores_gemma":[0.000008603984,0.00007983021,0.00009194053,0.0002202412,0.0000129963,0.0001856376,0.0002205265,0.000132046,0.01831319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002830975,"about_ca_system_score_gemma":0.0005164401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001335799,"about_ca_topic_score_gemma":0.000001514011,"domain_scores_codex":[0.9993681,0.0000120627,0.00009510298,0.0002544077,0.0001538813,0.0001164718],"domain_scores_gemma":[0.9993564,0.00001836338,0.00003362048,0.0004461799,0.00007867235,0.00006678988],"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":[1.959404e-8,0.00001819702,9.755819e-7,0.000006447371,0.000006556688,6.231213e-7,0.0001237063,0.000002508307,2.854339e-7,0.01703099,0.9752735,0.007536183],"study_design_scores_gemma":[0.00002542367,0.000002757432,0.00002299618,0.000008828134,4.298219e-7,0.000002337931,0.00004302076,0.0003409723,0.00002599885,0.0001735733,0.9992453,0.0001083242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003021798,0.0003086959,0.1744686,0.001054443,0.003791019,0.00002561265,0.000001592784,0.00003644071,0.8203106],"genre_scores_gemma":[0.001070594,0.00008777553,0.003950273,0.003751261,0.0001504423,0.000005581236,0.00003956901,0.000005028037,0.9909395],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1706289,"threshold_uncertainty_score":0.995212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830350869381902,"score_gpt":0.2854049909766534,"score_spread":0.2671014822828344,"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."}}