{"id":"W6931600010","doi":"10.5281/zenodo.7789904","title":"neurostuff/NiMARE: 0.0.14rc1","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","funders":"","keywords":"Workflow; Table (database); Code refactoring; Documentation; Software","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":[0.002789221,0.003632478,0.00193667,0.002533496,0.001893823,0.005876883,0.01050651,0.004431082,0.3656705],"category_scores_gemma":[0.01638011,0.004029428,0.003241298,0.001993792,0.001210915,0.007110951,0.006269386,0.005157156,0.5309765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003601174,"about_ca_system_score_gemma":0.003245642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0117552,"about_ca_topic_score_gemma":0.01363376,"domain_scores_codex":[0.9975736,0.0001976497,0.000160011,0.0005535556,0.001170658,0.0003445817],"domain_scores_gemma":[0.9949088,0.0008961635,0.0002492233,0.001373283,0.001972744,0.0005998696],"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":[0.0001410032,0.0000173722,0.0003396432,0.0002770803,0.00003745417,0.00005978399,0.00008163138,0.0002520392,0.00119166,0.001596809,0.9759884,0.02001709],"study_design_scores_gemma":[0.0001763701,0.00002918086,0.0007703292,0.0001700846,0.00004603323,0.0001868285,0.00004607223,0.001723738,0.008096921,0.006359942,0.9822626,0.0001319528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0004585466,0.0005300373,0.0303228,0.0009842154,0.0006753185,0.0001406395,0.02285432,0.9189945,0.02503953],"genre_scores_gemma":[0.006866963,0.0006839033,0.05185892,0.004653072,0.0003141461,0.0007727497,0.06397368,0.805463,0.06541355],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3656705,"threshold_uncertainty_score":0.9047941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03411710735910259,"score_gpt":0.2297150949345066,"score_spread":0.195597987575404,"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."}}