{"id":"W4236460746","doi":"10.1108/s2055-364120160000006027","title":"Author Index","year":2016,"lang":"en","type":"paratext","venue":"","topic":"Academic Freedom and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Index (typography); Emerald; Humanities; Library science; Management; Philosophy; Political science; Law; Chemistry; 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":[0.000350201,0.000126331,0.0001854782,0.0000640595,0.0002404184,0.00003776255,0.0004496001,0.001010753,0.08985473],"category_scores_gemma":[0.0001285888,0.00008811821,0.00007744173,0.00008092983,0.0004370831,0.00006487274,0.00005160067,0.0003185311,0.08092491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001214475,"about_ca_system_score_gemma":0.0007155172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003946367,"about_ca_topic_score_gemma":0.0003656242,"domain_scores_codex":[0.9987246,0.0001208197,0.0001649484,0.0001810942,0.000348961,0.0004596195],"domain_scores_gemma":[0.9993246,0.0001725451,0.00008252965,0.0001555675,0.00006298651,0.0002017887],"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":[6.588924e-7,0.000002200493,0.00001808659,0.000005699922,0.000007181988,3.573462e-7,0.0005763322,5.106725e-8,4.002416e-7,0.1753183,0.822324,0.001746733],"study_design_scores_gemma":[0.00005223256,0.00000436648,0.000005220957,0.00003215133,0.000005935441,1.772043e-7,0.0002794272,5.041157e-7,0.000004591545,0.00468849,0.9947662,0.0001607403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000005790101,0.0004753709,0.001287112,0.009388828,0.008808844,0.0001191005,0.00007338255,0.00004980259,0.9797918],"genre_scores_gemma":[0.003181821,0.0006675138,0.00004616053,0.0009620317,0.009571318,0.000007624999,0.00001071283,0.00001631618,0.9855365],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1724422,"threshold_uncertainty_score":0.9197907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04083611696642109,"score_gpt":0.3636620953891966,"score_spread":0.3228259784227755,"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."}}