{"id":"W4233219343","doi":"10.24046/neuroed","title":"Neuroeducation","year":2017,"lang":"en","type":"paratext","venue":"Neuroeducation","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001848012,0.0006270341,0.0004255911,0.0006434916,0.001416413,0.0009494394,0.001293608,0.0002790562,0.005719265],"category_scores_gemma":[0.003263807,0.0006699585,0.0002233122,0.0005291638,0.0003902371,0.0008809878,0.0001407183,0.0009862493,0.05265964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001995757,"about_ca_system_score_gemma":0.001611299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005388421,"about_ca_topic_score_gemma":0.000005119161,"domain_scores_codex":[0.9954879,0.0005305614,0.0005806955,0.001912825,0.0008204277,0.0006675325],"domain_scores_gemma":[0.996205,0.0003696712,0.001143332,0.001674175,0.000292481,0.0003153037],"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":[0.00002953877,0.0004750168,0.00002430528,0.00008091247,0.000002712357,0.000004546366,0.0002196593,0.00000945785,0.0962541,0.0006381694,0.8837644,0.01849716],"study_design_scores_gemma":[0.0002212982,0.0001299189,0.001925919,0.00007640025,0.00003855,0.0001051707,0.00005177357,0.00004181499,0.08515643,0.000253779,0.9114423,0.0005565908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04279231,0.000156903,0.0002131132,0.007961597,0.1118489,0.001561942,0.0001679205,0.0002471843,0.8350501],"genre_scores_gemma":[0.3085419,0.001179558,0.00002071599,0.007540463,0.003294009,0.0003960683,0.0002859934,0.000146249,0.678595],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2657496,"threshold_uncertainty_score":0.9998836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06934908893852208,"score_gpt":0.3477929752180633,"score_spread":0.2784438862795413,"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."}}