{"id":"W6931295821","doi":"10.5281/zenodo.4562952","title":"neurostuff/NiMARE: 0.0.7rc1","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003385512,0.004085636,0.00277437,0.003504859,0.001629814,0.005869191,0.008688048,0.003073012,0.6089573],"category_scores_gemma":[0.023993,0.005122628,0.003397352,0.002929289,0.001374103,0.005984367,0.005472401,0.004585032,0.6581066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003517438,"about_ca_system_score_gemma":0.002797908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008516278,"about_ca_topic_score_gemma":0.008302282,"domain_scores_codex":[0.9981971,0.000210953,0.0001758351,0.0004075458,0.0006986461,0.00030984],"domain_scores_gemma":[0.9922328,0.00300246,0.0003717521,0.00181737,0.001941279,0.0006342843],"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":[0.0001701469,0.00001677297,0.0002454107,0.0004217587,0.00003399639,0.00007122257,0.00006753547,0.0001576439,0.0005964757,0.00113138,0.985324,0.01176372],"study_design_scores_gemma":[0.0005068005,0.00005655302,0.001937362,0.0004272461,0.00007940087,0.0003423727,0.00007833719,0.001472755,0.008736736,0.01182014,0.9742958,0.0002464076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0004834765,0.0002439781,0.02467155,0.0006139865,0.0006920074,0.0002142142,0.137375,0.8111711,0.02453476],"genre_scores_gemma":[0.003901969,0.0003080597,0.02168721,0.00143955,0.000201744,0.0009233345,0.1276127,0.8107673,0.0331582],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.6089573,"threshold_uncertainty_score":0.557775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02290559512450782,"score_gpt":0.2408146465448576,"score_spread":0.2179090514203498,"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."}}