{"id":"W4394622543","doi":"10.31234/osf.io/42x3v","title":"Brain Mappers of Tomorrow: An international multilingual initiative for neuroscience dissemination","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut Universitaire de Gériatrie de Montréal; University of Calgary; University of Ottawa; Baycrest Hospital; University of Toronto","funders":"","keywords":"Outreach; Diversity (politics); Curiosity; Political science; Engineering ethics; Public relations; Psychology; Neuroscience; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004458328,0.0002827982,0.0002237879,0.000542604,0.0001476167,0.0002690905,0.0007822939,0.0001357477,0.00011072],"category_scores_gemma":[0.005295441,0.0002686067,0.0001669718,0.0004590423,0.0003912473,0.0004068818,0.0005041959,0.0004360167,0.00001891003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008852698,"about_ca_system_score_gemma":0.0004008083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001138473,"about_ca_topic_score_gemma":0.000008217366,"domain_scores_codex":[0.9971153,0.0001555396,0.0004686968,0.001347285,0.0006378276,0.0002753233],"domain_scores_gemma":[0.9981887,0.0006629902,0.0003153642,0.0003468881,0.0003569337,0.0001290719],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009832665,0.0004795102,0.0001145282,0.0001506792,0.000003450878,0.000006384892,0.002538253,0.0001869927,0.9607525,0.01390402,0.001606644,0.02015873],"study_design_scores_gemma":[0.0002654262,0.000334569,0.002032794,0.0001729137,0.00002744328,0.00001736029,0.001167046,0.05715209,0.9255173,0.008522775,0.00436424,0.0004260936],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309821,0.00001223493,0.01436607,0.005097512,0.02282557,0.001872651,0.00106647,0.0003684371,0.02340896],"genre_scores_gemma":[0.9910737,0.00002104271,0.0003753446,0.002910015,0.0002697138,0.0002275269,0.00006953394,0.00003502866,0.005018121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06009158,"threshold_uncertainty_score":0.9999766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07929245921437847,"score_gpt":0.3949192386040581,"score_spread":0.3156267793896796,"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."}}