{"id":"W6930721964","doi":"10.5281/zenodo.16617049","title":"neurostuff/NiMARE: 0.5.4rc1","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Evolution and Genetic Dynamics","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":"Sample (material); Sample size determination; Work (physics)","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":[0.003134794,0.002993,0.002244047,0.002832015,0.001673726,0.004507854,0.007446667,0.002612334,0.6205089],"category_scores_gemma":[0.0132787,0.003528143,0.002011023,0.002341168,0.0008553752,0.004754938,0.004065278,0.003038159,0.7519112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002641101,"about_ca_system_score_gemma":0.001639462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004826862,"about_ca_topic_score_gemma":0.006462188,"domain_scores_codex":[0.9976236,0.0002250524,0.0001524095,0.0005208795,0.001154703,0.000323333],"domain_scores_gemma":[0.9949608,0.0008963847,0.0002588723,0.001833252,0.00134455,0.000706149],"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":[0.0001997669,0.0000289251,0.0003176069,0.0002340074,0.00003205799,0.00002619627,0.00003651826,0.0001368728,0.002112071,0.0007793955,0.9768882,0.01920845],"study_design_scores_gemma":[0.0002309402,0.00005829117,0.002235835,0.0001014256,0.00005480515,0.0002073986,0.00003981365,0.001232023,0.02504958,0.004184906,0.9664488,0.0001561444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0009485102,0.0003604077,0.02724329,0.0007066892,0.0006308027,0.0002004365,0.1071118,0.8104649,0.0523333],"genre_scores_gemma":[0.008010266,0.0002911637,0.02370255,0.001618529,0.0001676392,0.0008555949,0.1488702,0.7317569,0.08472718],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.6205089,"threshold_uncertainty_score":0.541298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01142955232353858,"score_gpt":0.2345852963268451,"score_spread":0.2231557440033065,"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."}}