{"id":"W6949845920","doi":"10.5281/zenodo.4408504","title":"neurostuff/NiMARE: 0.0.5","year":2020,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","funders":"","keywords":"Histogram; Null (SQL); Template; Distribution (mathematics); R package","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000007560852,0.0004143971,0.0003553044,0.0001567706,0.00002495051,0.00007509586,0.0006061828,0.0003367989,0.9739043],"category_scores_gemma":[0.001103283,0.0004319187,0.0001506731,0.0003336344,0.000004907317,0.00003068093,0.0003219934,0.0004303145,0.8355122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003858682,"about_ca_system_score_gemma":0.00009022014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001351671,"about_ca_topic_score_gemma":0.00004141402,"domain_scores_codex":[0.9985316,0.00004619842,0.000140403,0.0005778489,0.0003747965,0.0003291409],"domain_scores_gemma":[0.9989415,0.00002076998,0.00024473,0.0005686327,0.00002343556,0.0002008867],"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":[0.000003109424,0.00001136051,9.98221e-7,0.0004088519,0.00002814092,0.0002000209,0.00001353684,1.139639e-7,0.00003123889,0.000002606143,0.9991364,0.0001635642],"study_design_scores_gemma":[0.0001599882,0.00002311728,0.00008124658,0.003094647,0.00001550072,0.000007511043,0.000001292269,0.000007554086,0.00003068009,0.000001912114,0.9961488,0.0004277742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[4.255239e-9,0.001045982,8.092791e-9,0.00003515843,0.00004740231,0.0002351443,0.5050361,0.001229127,0.4923711],"genre_scores_gemma":[0.00001006097,0.000001614733,0.00001862352,0.000584062,0.0009213859,0.00006917663,0.4850881,0.003146639,0.5101603],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1383922,"threshold_uncertainty_score":0.9998133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07290427320432048,"score_gpt":0.2765089049915339,"score_spread":0.2036046317872134,"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."}}