{"id":"W6931438397","doi":"10.5281/zenodo.4396091","title":"neurostuff/NiMARE: 0.0.4","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University","funders":"","keywords":"Python (programming language); Implementation; Estimator; Compatibility (geochemistry); Interleaving","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":[0.002745495,0.002205883,0.001618898,0.002102148,0.001228502,0.004707309,0.006420411,0.001991984,0.4265279],"category_scores_gemma":[0.01394028,0.002988051,0.00256454,0.001757621,0.0009000839,0.005801201,0.005937288,0.00367512,0.4943714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002249572,"about_ca_system_score_gemma":0.002444756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00988494,"about_ca_topic_score_gemma":0.009917494,"domain_scores_codex":[0.9982565,0.0001410503,0.0001244898,0.0004045779,0.000850994,0.0002223829],"domain_scores_gemma":[0.9954044,0.0008665211,0.0002405027,0.001348701,0.001709493,0.0004304058],"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":[0.0001535502,0.00001681763,0.0002910904,0.0001975116,0.00003493016,0.00003900965,0.00006451445,0.0001961462,0.0006149015,0.001776405,0.9751759,0.0214393],"study_design_scores_gemma":[0.0001432371,0.00002814715,0.001405864,0.0001700384,0.00003783472,0.0001510281,0.0000412327,0.001661904,0.004076476,0.007730298,0.9844253,0.0001286507],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0006660095,0.0003037725,0.04131418,0.0008074436,0.0006202695,0.0002386094,0.06809817,0.8473389,0.04061265],"genre_scores_gemma":[0.005849342,0.0003693146,0.0454058,0.002877932,0.0002315059,0.0009893434,0.1300693,0.7432964,0.07091118],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4265279,"threshold_uncertainty_score":0.8179883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02127522452643944,"score_gpt":0.2260659559560681,"score_spread":0.2047907314296287,"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."}}