{"id":"W6912007095","doi":"10.5281/zenodo.14697221","title":"nilearn","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Heart Institute; Toronto Western Hospital; McGill University; Queen's University; Mila - Quebec Artificial Intelligence Institute; Compute Canada; Concordia University; Western University","funders":"","keywords":"Documentation; Identification (biology); Process (computing); Statistical analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.006534747,0.005639098,0.003561802,0.005200995,0.001873212,0.005527873,0.008353756,0.003749768,0.1377343],"category_scores_gemma":[0.0176097,0.002421824,0.004173453,0.005935361,0.001151488,0.004521548,0.006694116,0.00560713,0.2413893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001273922,"about_ca_system_score_gemma":0.004066442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006124514,"about_ca_topic_score_gemma":0.007342934,"domain_scores_codex":[0.9936914,0.001697787,0.0006744912,0.001737341,0.001621505,0.0005773677],"domain_scores_gemma":[0.9966149,0.0009680307,0.000191716,0.0007461492,0.001197067,0.0002820852],"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":[0.0004875068,0.0001094121,0.0005568319,0.001455135,0.0002774709,0.0001417972,0.0001492041,0.01152113,0.001201854,0.004552488,0.837715,0.1418321],"study_design_scores_gemma":[0.0005921708,0.0001875338,0.0007868993,0.0006732045,0.0001734679,0.0003884431,0.0001491972,0.1153317,0.009399083,0.06687938,0.8051259,0.0003131253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.003413069,0.003839258,0.3432572,0.001107144,0.00234224,0.0009308653,0.1298617,0.485863,0.02938554],"genre_scores_gemma":[0.01910045,0.002284813,0.4029635,0.001470404,0.0004523488,0.00356625,0.4306461,0.09211671,0.04739944],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1377343,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02605053696678541,"score_gpt":0.2514863148994482,"score_spread":0.2254357779326628,"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."}}