{"id":"W4246889648","doi":"10.1108/978-1-78743-185-020171041","title":"Index","year":2017,"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":"Parade; Sociology; Political science; Management; Law; Economics","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":[0.0001308422,0.0001359697,0.0001498398,0.00008448821,0.0001426446,0.0001062915,0.0003901387,0.0002994796,0.5309041],"category_scores_gemma":[0.00003177231,0.0001165307,0.00004245318,0.00002013565,0.00004002571,0.00009920783,0.00004424976,0.0003040769,0.5571678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002015137,"about_ca_system_score_gemma":0.0002163611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003821816,"about_ca_topic_score_gemma":0.00002012824,"domain_scores_codex":[0.9992904,0.00003202783,0.0001341608,0.0002491414,0.0001177063,0.0001765312],"domain_scores_gemma":[0.9991134,0.0001084102,0.0002288373,0.0004513334,0.00004878728,0.00004923665],"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":[0.00001016899,0.00003881561,0.0004441299,0.000007674843,0.0001070995,0.000002269688,0.0002253925,5.902892e-8,2.517669e-7,0.001981991,0.9923933,0.004788906],"study_design_scores_gemma":[0.00008379176,0.000006132139,0.01236087,0.00001161095,0.000009106859,0.000005683121,0.0001235592,1.085824e-7,0.000001375831,0.0001981476,0.9870358,0.0001638665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001307643,0.0009641503,0.00003812448,0.001849871,0.02489858,0.00008331522,0.000007189421,0.00001500562,0.972013],"genre_scores_gemma":[0.009357823,0.0000999572,0.00009925342,0.0005774705,0.001667074,0.00004485556,0.0002496946,0.00001988795,0.987884],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02626373,"threshold_uncertainty_score":0.4751983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09300007438981087,"score_gpt":0.4492247962081706,"score_spread":0.3562247218183597,"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."}}