{"id":"W3208866695","doi":"10.5281/zenodo.19460155","title":"neurostuff/NiMARE: 0.0.8","year":2021,"lang":"en","type":"article","venue":"Open MIND","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","funders":"","keywords":"Computer science","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":[0.003510479,0.00238916,0.001622119,0.003553019,0.001198946,0.006048422,0.005893325,0.003079409,0.8306473],"category_scores_gemma":[0.02351691,0.002684151,0.001716813,0.002205237,0.0009978128,0.007475962,0.007540022,0.002466836,0.8123733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002074768,"about_ca_system_score_gemma":0.002323021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005555225,"about_ca_topic_score_gemma":0.006997067,"domain_scores_codex":[0.9984483,0.0001933529,0.0001391034,0.0002590963,0.0006666908,0.0002935207],"domain_scores_gemma":[0.9875629,0.0022785,0.0005709751,0.002661829,0.004672902,0.002252887],"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":[0.0001710699,0.00001446458,0.00008648194,0.0001828014,0.00001298661,0.00002354472,0.00003898192,0.00002984973,0.0002759718,0.0004013778,0.9749781,0.02378443],"study_design_scores_gemma":[0.0002833016,0.00006044582,0.001158996,0.0002808276,0.00003186717,0.0002715541,0.00005849828,0.0003173435,0.00271678,0.003369951,0.9913328,0.0001177119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0007172693,0.0009488018,0.01739873,0.0020698,0.001132219,0.0008956534,0.04604267,0.7104487,0.2203462],"genre_scores_gemma":[0.009166891,0.001078608,0.02404702,0.007234657,0.00104608,0.001691284,0.06173735,0.6068922,0.287106],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.8306473,"threshold_uncertainty_score":0.2415609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1914722551079382,"score_gpt":0.4414745749230314,"score_spread":0.2500023198150932,"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."}}