{"id":"W4384257715","doi":"10.1108/s2055-364120230000050011","title":"Name Index","year":2023,"lang":"en","type":"book-chapter","venue":"Innovations in higher education teaching and learning","topic":"Education, Leadership, and Health Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emerald; Publishing; Index (typography); Philosophy; Theology; Political science; Chemistry; Law; Computer science; Mineralogy","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":[0.001899217,0.002516762,0.00241806,0.007901735,0.003592046,0.01317592,0.003173511,0.003516096,0.8148109],"category_scores_gemma":[0.01056395,0.0009411461,0.00166811,0.009428435,0.001027132,0.01077626,0.005444594,0.002776572,0.8679873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002490278,"about_ca_system_score_gemma":0.004467124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003247355,"about_ca_topic_score_gemma":0.004190038,"domain_scores_codex":[0.9970746,0.0003254952,0.000357626,0.0005694617,0.001380121,0.0002927084],"domain_scores_gemma":[0.9936349,0.0005195586,0.0002981887,0.0008788692,0.003615238,0.001053245],"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":[0.00001527248,0.0000215191,0.0001317179,0.0003165187,0.000003539119,0.00003321138,0.00004153339,0.00002890139,0.0001873531,0.002369601,0.9049512,0.09189969],"study_design_scores_gemma":[0.000003257465,0.00000880952,0.0001588142,0.0001114513,0.000001915694,0.00005905558,0.00004169958,0.0000248718,0.00006007213,0.0007518178,0.998771,0.000007166913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004167599,0.004878868,0.002765143,0.005250681,0.02061402,0.0006219785,0.02179828,0.005962735,0.9376916],"genre_scores_gemma":[0.001798523,0.004784761,0.002680024,0.002751599,0.003332682,0.0003802394,0.02107667,0.0022633,0.9609323],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8148109,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1724577306212956,"score_gpt":0.452053001541214,"score_spread":0.2795952709199184,"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."}}