{"id":"W6969183861","doi":"10.5281/zenodo.4562954","title":"neurostuff/NiMARE: 0.0.7","year":2021,"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":"Resampling; Permutation (music); Dependency (UML); Decoding methods; Dimension (graph theory); Closure (psychology)","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":[0.00001215799,0.0003964547,0.0003607935,0.0002014159,0.00002870043,0.00009762141,0.0004541094,0.0004067263,0.991413],"category_scores_gemma":[0.00109921,0.0004269056,0.0001736849,0.0003617496,0.000004729517,0.00002111774,0.0003400731,0.0003835682,0.4680476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005475244,"about_ca_system_score_gemma":0.000151728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000203801,"about_ca_topic_score_gemma":0.0001507978,"domain_scores_codex":[0.9984371,0.00006648844,0.0001418267,0.0005995623,0.0003843798,0.0003706213],"domain_scores_gemma":[0.9986905,0.00002605861,0.0002219857,0.0008656164,0.00006394442,0.0001319132],"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":[0.000001105113,0.00002274222,0.000001782155,0.0005246563,0.00003381881,0.0003874937,0.00000684261,1.473332e-7,0.00005358962,0.000002243717,0.9988163,0.0001492674],"study_design_scores_gemma":[0.0001436944,0.000009371951,0.0001749792,0.009002332,0.00001269155,0.00002394532,0.000002037425,0.000002748391,0.00006039096,0.000001401793,0.9901401,0.0004263557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[2.071559e-8,0.005363422,4.944801e-9,0.000008882686,0.00007470726,0.0001609476,0.4929775,0.0005448881,0.5008697],"genre_scores_gemma":[0.000004874568,0.000002984073,0.00001509984,0.0001815037,0.0005708516,0.00006835001,0.4742841,0.002182535,0.5226896],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5233654,"threshold_uncertainty_score":0.9998183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08249863623497011,"score_gpt":0.2986688352990704,"score_spread":0.2161701990641003,"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."}}