{"id":"W6931525296","doi":"10.5281/zenodo.6885551","title":"neurostuff/NiMARE: 0.0.12","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","funders":"","keywords":"Estimator; Monte Carlo method; Scale (ratio); Multiprocessing; Bias of an estimator; Spike (software development); Rare events","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":[0.002040765,0.003560377,0.001914768,0.001825335,0.001285233,0.004627613,0.009887116,0.003095238,0.5448788],"category_scores_gemma":[0.00896874,0.002787277,0.002109346,0.001526044,0.000873007,0.005029905,0.005673184,0.003675137,0.6029266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002876163,"about_ca_system_score_gemma":0.002234617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00702608,"about_ca_topic_score_gemma":0.008474804,"domain_scores_codex":[0.9986538,0.00009889853,0.00008040999,0.0002804559,0.0006357398,0.00025081],"domain_scores_gemma":[0.9963869,0.0005113353,0.0001784956,0.0008887535,0.001518873,0.0005157007],"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":[0.000179867,0.00002073168,0.0002259427,0.000259117,0.0000359288,0.00006396156,0.00005694982,0.0003341215,0.001407464,0.001416963,0.9726466,0.02335237],"study_design_scores_gemma":[0.0002604281,0.00006956371,0.0009660526,0.000208515,0.00005190136,0.0002859441,0.00004504299,0.003872253,0.01529499,0.006330977,0.9724475,0.0001669278],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0009050091,0.0006629289,0.03976681,0.0009101973,0.0006956093,0.0002159598,0.03229184,0.8542131,0.07033851],"genre_scores_gemma":[0.01078188,0.0006152157,0.03385021,0.002977369,0.0002656363,0.0007491478,0.06049054,0.7962871,0.09398293],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.5448788,"threshold_uncertainty_score":0.6491752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03441297668913166,"score_gpt":0.2407216127864624,"score_spread":0.2063086360973308,"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."}}