{"id":"W4220948803","doi":"10.21105/jose.00118","title":"Neuromatch Academy: a 3-week, online summer school in computational neuroscience","year":2022,"lang":"en","type":"article","venue":"Journal of Open Source Education","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Montreal Neurological Institute and Hospital; McGill University; University of British Columbia; Queen's University","funders":"","keywords":"Computational neuroscience; Psychology; Neuroscience; Mathematics education","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":[],"consensus_categories":[],"category_scores_codex":[0.0008693162,0.0001473976,0.0002053802,0.000637684,0.0005357061,0.0003480822,0.001300452,0.00002797317,0.000495366],"category_scores_gemma":[0.001671808,0.0001502542,0.00007242007,0.001886215,0.0001170221,0.001368167,0.0003539916,0.0008266656,0.00002521574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002546261,"about_ca_system_score_gemma":0.001837376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000331572,"about_ca_topic_score_gemma":0.000002470828,"domain_scores_codex":[0.9970701,0.0006658894,0.0006494501,0.0004366614,0.0009121517,0.0002657038],"domain_scores_gemma":[0.9984885,0.0002564378,0.0007390418,0.0001430854,0.0001469479,0.0002259292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001155013,0.02525963,0.10599,0.00004930824,0.000007363034,0.00007785413,0.006221258,0.09274948,0.5923075,0.006570606,0.09255284,0.07705914],"study_design_scores_gemma":[0.002150031,0.001251285,0.5966889,0.00008194992,0.00002866874,0.00232708,0.007553682,0.006908683,0.006430211,0.005545502,0.3704371,0.0005969579],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829435,0.00002709961,0.000461409,0.0120224,0.003109373,0.0004111138,0.00001169615,0.0000152324,0.0009981934],"genre_scores_gemma":[0.9749272,0.0000174719,0.0002559548,0.02130342,0.0002433247,0.00004038969,0.000004334188,0.00002113834,0.00318672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5858773,"threshold_uncertainty_score":0.6127188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031598982610061,"score_gpt":0.3812667041074725,"score_spread":0.2781068058464665,"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."}}