{"id":"W4248127019","doi":"10.1108/s2055-364120200000032015","title":"Name Index","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Education and Character Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Emerald; Dignity; Index (typography); Humanities; Management; Art; Political science; Law; Economics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008324247,0.0000849178,0.0001020292,0.00003028659,0.0001158478,0.00004714953,0.0001537801,0.0001516904,0.03284934],"category_scores_gemma":[0.00001370706,0.00008291414,0.00004491139,0.00001285484,0.0000653896,0.00003369979,0.00002664003,0.0001457683,0.004057181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009295948,"about_ca_system_score_gemma":0.0005613262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007641731,"about_ca_topic_score_gemma":0.0002773911,"domain_scores_codex":[0.9993675,0.000007701827,0.0001141439,0.0001493023,0.0002692362,0.00009216292],"domain_scores_gemma":[0.9996682,0.00001789416,0.00005666372,0.00007281612,0.00004957074,0.0001348171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[6.085728e-7,0.000002595685,0.00006715525,0.000002848306,0.00001180821,0.000001543277,0.005253289,2.958664e-9,1.650084e-7,0.9121585,0.07483525,0.007666165],"study_design_scores_gemma":[0.00002094188,0.000002383129,0.0001952301,0.00001198109,0.000003251304,9.369488e-8,0.0005117626,1.18349e-7,7.398396e-7,0.01503187,0.9841055,0.0001161619],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004311336,0.00003886255,0.00002257305,0.01815985,0.0005670411,0.00009452119,0.000001795349,0.00008454401,0.9810265],"genre_scores_gemma":[0.003825656,0.0002096952,0.0001002023,0.003859804,0.0005367316,0.000003280896,0.00001449097,0.00001154708,0.9914386],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9092702,"threshold_uncertainty_score":0.9967183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04744750908420457,"score_gpt":0.2988197397682343,"score_spread":0.2513722306840297,"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."}}