{"id":"W6969183861","doi":"10.5281/zenodo.4562954","title":"neurostuff/NiMARE: 0.0.7","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","funders":"","keywords":"Resampling; Permutation (music); Dependency (UML); Decoding methods; Dimension (graph theory); Closure (psychology)","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":[0.003310899,0.00345428,0.002199041,0.002966623,0.001356875,0.005076031,0.007353014,0.002537891,0.5612456],"category_scores_gemma":[0.0268095,0.004661938,0.002857231,0.002249227,0.001293159,0.005444178,0.0050597,0.004492512,0.5646753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002686448,"about_ca_system_score_gemma":0.002616666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007366223,"about_ca_topic_score_gemma":0.007264803,"domain_scores_codex":[0.9982949,0.0002095508,0.0001642068,0.0003715829,0.0006976279,0.0002622009],"domain_scores_gemma":[0.9925007,0.00305876,0.0003471769,0.001555001,0.001999696,0.0005387989],"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":[0.0001857333,0.00001677056,0.0002672186,0.0003769397,0.00003367454,0.00007448029,0.00007944931,0.0001725663,0.0006398947,0.001297725,0.9824671,0.01438845],"study_design_scores_gemma":[0.0005343932,0.00006806519,0.002018824,0.0004556945,0.00008020781,0.0003860534,0.00008255918,0.001846397,0.009325216,0.01472005,0.9702316,0.0002508018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005104782,0.0002501958,0.0291843,0.0005338675,0.0005888166,0.0002154633,0.07573343,0.8723015,0.0206819],"genre_scores_gemma":[0.004644443,0.0003211642,0.02541498,0.001522361,0.0002008424,0.0009501373,0.07776365,0.8547177,0.03446475],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.5612456,"threshold_uncertainty_score":0.6258299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08249863623497011,"score_gpt":0.2986688352990704,"score_spread":0.2161701990641003,"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."}}