{"id":"W4250276347","doi":"10.1108/s1074-754020170000019009","title":"Index","year":2017,"lang":"en","type":"paratext","venue":"","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emerald; Certification; Business; Transparency (behavior); Beneficiary; Accounting; Management; Political science; Finance; Economics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001377854,0.002063288,0.001702905,0.006872078,0.002763919,0.01352189,0.002792692,0.002746382,0.7179854],"category_scores_gemma":[0.007826609,0.0006946619,0.001300463,0.01075988,0.001007818,0.009746039,0.004729639,0.002757504,0.7448245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003236117,"about_ca_system_score_gemma":0.004281891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005936827,"about_ca_topic_score_gemma":0.006701714,"domain_scores_codex":[0.9977536,0.0001845532,0.0002232932,0.0004529493,0.001193844,0.0001918538],"domain_scores_gemma":[0.9965288,0.0002806848,0.0001528268,0.000497335,0.002064533,0.0004758753],"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":[0.00001069508,0.0000153916,0.0001291366,0.0002490259,0.000003566781,0.00002421835,0.00004688903,0.00002708078,0.0001081826,0.003640275,0.9293341,0.0664115],"study_design_scores_gemma":[0.000002306504,0.000005876556,0.0002145728,0.0001314758,0.00000187768,0.00003630629,0.00004658801,0.00001947755,0.00004548816,0.001054451,0.998436,0.000005575746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000482675,0.008035444,0.001979331,0.007369963,0.02431494,0.0003710495,0.03129167,0.003559393,0.9225956],"genre_scores_gemma":[0.002069825,0.006830719,0.001752196,0.003069093,0.003683547,0.0002527222,0.02689547,0.001667921,0.9537786],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2820146,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02176783882237127,"score_gpt":0.3008057016882899,"score_spread":0.2790378628659186,"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."}}