{"id":"W6967842384","doi":"10.5281/zenodo.11126592","title":"Tracking the neurodevelopmental trajectory of beta band oscillations with OPM-MEG","year":2024,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Ancient Egypt and Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Magnetoencephalography; Tracking (education); Trajectory; Task (project management); Pattern recognition (psychology); Head (geology); Scripting language","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003348093,0.0001923512,0.0001994348,0.0002573254,0.002207165,0.0005327916,0.0009067903,0.00005700043,0.02763658],"category_scores_gemma":[0.00006575157,0.0001357845,0.00006667095,0.0001647621,0.0009682077,0.0001427344,0.0006110013,0.0004723229,0.005269109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004769743,"about_ca_system_score_gemma":0.00001354023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004292083,"about_ca_topic_score_gemma":0.00003859988,"domain_scores_codex":[0.9985762,0.0001462441,0.0002769828,0.0003545152,0.0003642019,0.0002818497],"domain_scores_gemma":[0.9990792,0.00004283131,0.0001387193,0.0003790235,0.0002917559,0.00006848639],"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":[0.00002391424,0.00004551931,6.867015e-7,0.0001298821,0.00007520747,0.00001287772,0.005575896,0.000008677821,0.00002512392,0.003372046,0.9879408,0.002789369],"study_design_scores_gemma":[0.0001588628,0.0001769883,0.00008780527,0.00007534403,0.00006231332,0.00005113419,0.001069854,0.00000744209,0.00001700124,0.00005353309,0.9980755,0.000164191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001240397,0.0002351108,0.00002236089,0.0007600092,0.0004476344,0.0004744616,0.9334492,0.0002592995,0.06311154],"genre_scores_gemma":[0.02359089,0.0001657981,0.00001332372,0.0001754817,0.0005331967,1.124776e-7,0.971458,0.0008380699,0.003225178],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05988636,"threshold_uncertainty_score":0.9990918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04479411434555416,"score_gpt":0.2287888371555965,"score_spread":0.1839947228100423,"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."}}