{"id":"W6950373965","doi":"10.5281/zenodo.6603673","title":"neurostuff/NiMARE: 0.0.12rc5","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","funders":"","keywords":"Workflow; Test (biology); Relation (database); Troubleshooting; Context (archaeology)","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":[0.003189998,0.002278048,0.0011463,0.001976301,0.001510756,0.004768173,0.005396123,0.003028617,0.5684317],"category_scores_gemma":[0.01103782,0.001823423,0.001305755,0.00140972,0.0009762387,0.00624861,0.004175134,0.002657253,0.6711975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002951264,"about_ca_system_score_gemma":0.001745098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01082497,"about_ca_topic_score_gemma":0.009602489,"domain_scores_codex":[0.9971735,0.0003002365,0.0001215269,0.0004125635,0.001600436,0.0003917735],"domain_scores_gemma":[0.9937091,0.0005864361,0.0002185911,0.002273088,0.002363221,0.0008495433],"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":[0.0001608288,0.00002858916,0.0001348979,0.0001146147,0.00001033383,0.00003357564,0.00003990303,0.0000907918,0.0009407707,0.001082323,0.9818612,0.01550205],"study_design_scores_gemma":[0.00009337618,0.00004052803,0.0004635539,0.00006372422,0.00001487964,0.0001010737,0.00002579307,0.0005827936,0.00591255,0.001512544,0.9911267,0.00006257559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001189045,0.0003928589,0.01836626,0.00134645,0.001306214,0.000342996,0.03215072,0.71663,0.2282755],"genre_scores_gemma":[0.01420883,0.000309746,0.01458333,0.003238021,0.0003802395,0.000469099,0.06955171,0.6363167,0.2609423],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.5684317,"threshold_uncertainty_score":0.6155798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03174731586190847,"score_gpt":0.2420267530234821,"score_spread":0.2102794371615736,"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."}}