{"id":"W4367031639","doi":"10.4337/9781781954621.00038","title":"Index","year":2015,"lang":"en","type":"paratext","venue":"Edward Elgar Publishing eBooks","topic":"Agriculture, Water, and Health","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Computer science; World Wide Web","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001040512,0.0005565745,0.0005936151,0.0001053669,0.0003165734,0.00147309,0.00139684,0.00105361,0.007010448],"category_scores_gemma":[0.000112254,0.0004231383,0.0001721706,0.0001522057,0.0002044123,0.0009582696,0.0008896263,0.001688183,0.03522528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009265497,"about_ca_system_score_gemma":0.0002532589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004754151,"about_ca_topic_score_gemma":0.001091098,"domain_scores_codex":[0.9961283,0.0001699514,0.0005294908,0.0009095647,0.001288042,0.0009746068],"domain_scores_gemma":[0.9981353,0.00004583652,0.0003735864,0.0006986051,0.00006329114,0.0006833593],"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":[0.00001265848,0.00002592334,0.0005433635,0.00004173872,0.00002215681,0.000009949837,0.001086951,0.00006976114,0.0000111229,0.00007646393,0.9923656,0.005734282],"study_design_scores_gemma":[0.0003189194,0.00005691154,0.001153819,0.00006753701,0.00001978525,0.00001824528,0.0001202361,0.00001919867,0.00004299316,0.001207174,0.9963928,0.0005823409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002256882,0.0002499892,0.0001244786,0.0006053577,0.005115588,0.0004720464,0.00009312203,0.0001553312,0.9909272],"genre_scores_gemma":[0.02140535,0.00005876888,0.0004053081,0.002462573,0.003458522,0.00007444676,0.0006575384,0.0001139055,0.9713636],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02821483,"threshold_uncertainty_score":0.999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0211397507785465,"score_gpt":0.2464822811888047,"score_spread":0.2253425304102583,"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."}}