{"id":"W4241443737","doi":"10.1108/s2058-880120180000006002","title":"Index","year":2018,"lang":"en","type":"paratext","venue":"","topic":"Ego Development and Educational Practices","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Context (archaeology); Leadership development; Human rights; Management; Sociology; Public relations; Law; Geography","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":[0.0001298036,0.0001353855,0.0001290375,0.000108076,0.0000556858,0.00004038066,0.0002149537,0.0002954045,0.8010831],"category_scores_gemma":[0.00001661924,0.0001150386,0.00003567501,0.00008822697,0.00004686465,0.00006159953,0.00003438384,0.0002222603,0.7630382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002395418,"about_ca_system_score_gemma":0.0001779343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001672036,"about_ca_topic_score_gemma":0.00001405026,"domain_scores_codex":[0.9992276,0.0000434682,0.0001594747,0.0002606334,0.0001229794,0.0001858219],"domain_scores_gemma":[0.999395,0.0001247572,0.0001203255,0.0002356194,0.00007536689,0.0000489687],"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":[0.00001339586,0.00004599135,0.0002441749,0.000006363578,0.0001035659,8.034064e-7,0.0003897623,2.519457e-8,3.490858e-7,0.001488385,0.9964474,0.001259758],"study_design_scores_gemma":[0.00007124784,0.00001514916,0.003837644,0.000008533739,0.000008429481,0.0000054959,0.0002433999,1.48813e-7,0.000003264041,0.0002076465,0.9954359,0.000163161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003731294,0.0005679417,0.00008731634,0.001055381,0.02526212,0.00008207619,0.000005998585,0.00002125409,0.9725448],"genre_scores_gemma":[0.004325799,0.00004388619,0.0002300236,0.001321033,0.003157631,0.00003972238,0.0002718566,0.00002204836,0.990588],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03804493,"threshold_uncertainty_score":0.4691137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0642193012597527,"score_gpt":0.4208776889741133,"score_spread":0.3566583877143605,"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."}}