{"id":"W4220845709","doi":"10.14704/nq.2022.20.3.nq22052","title":"Global Scientific Production on Neuroeducation: An Analysis in Scopus, 2010 – 2020","year":2022,"lang":"en","type":"article","venue":"NeuroQuantology","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scopus; Knowledge production; Institution; Production (economics); Library science; Higher education; Social science; Political science; Medical education; Sociology; Medicine; MEDLINE; Law; Computer science","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.00878438,0.001340956,0.001926558,0.10364,0.0009890397,0.007468059,0.0007845666,0.0007959157,0.00732179],"category_scores_gemma":[0.04584618,0.000387862,0.00202269,0.1827153,0.001020636,0.003605336,0.003262944,0.000688504,0.002207507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002461783,"about_ca_system_score_gemma":0.00711605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004506099,"about_ca_topic_score_gemma":0.00410049,"domain_scores_codex":[0.9835344,0.001575747,0.007503403,0.0009797193,0.005327816,0.001078965],"domain_scores_gemma":[0.9294648,0.02490491,0.02303619,0.001851135,0.01767827,0.003064812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001729461,0.0001817381,0.4134122,0.07809149,0.003329333,0.002981642,0.005714365,0.00133191,0.002353794,0.006058137,0.04891701,0.4358988],"study_design_scores_gemma":[0.0001244838,0.0004559961,0.7709762,0.02319699,0.003088244,0.004798783,0.01038664,0.0008079024,0.001689185,0.002845229,0.18146,0.0001703092],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3736263,0.2571794,0.002431076,0.004278596,0.001079256,0.001173759,0.3128456,0.0006606777,0.04672528],"genre_scores_gemma":[0.710874,0.1583425,0.006555576,0.0005459498,0.0009935627,0.001487906,0.1138574,0.0003788102,0.006964233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8963599,"threshold_uncertainty_score":0.04645681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04825350165212396,"score_gpt":0.327652324519451,"score_spread":0.2793988228673271,"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."}}