{"id":"W6968240039","doi":"10.5281/zenodo.3350903","title":"NeuroBundle Extraction and Evaluation Resource","year":2019,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"","keywords":"Cluster analysis; Extraction (chemistry); Resource (disambiguation); Filter (signal processing); Cluster (spacecraft); Fiber; Adaptation (eye)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008297581,0.0002081256,0.0001617942,0.0002275495,0.00002630519,0.00006758573,0.0001141712,0.0002987584,0.6477454],"category_scores_gemma":[0.0006137188,0.0002215616,0.00003806247,0.0001140669,0.000003266364,0.00006955686,0.00006614502,0.0002208445,0.2127469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007401404,"about_ca_system_score_gemma":0.00006188365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000187171,"about_ca_topic_score_gemma":0.00004242799,"domain_scores_codex":[0.9987479,0.0001307529,0.0001021248,0.000399337,0.0004613549,0.0001585627],"domain_scores_gemma":[0.9991414,0.00004092086,0.0002877885,0.0004195491,0.00005804449,0.0000523287],"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":[0.000004050034,0.00001078483,0.000001679186,0.0002035043,0.00001232981,0.000001689914,0.00001222985,0.0000102262,0.00006012394,7.606249e-7,0.9974649,0.002217727],"study_design_scores_gemma":[0.0002625507,0.0000198216,0.0004734645,0.002629642,0.00003749269,0.00001234395,0.000005213016,0.0006891201,0.00002192999,0.000002758259,0.9956258,0.0002198476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000002777632,0.001949776,4.696842e-8,0.000008584653,0.00004725638,0.0007464485,0.2945288,0.0002916158,0.7024248],"genre_scores_gemma":[0.0001649861,0.00000171514,0.00001398657,0.00004160244,0.000376131,0.0001480517,0.3341714,0.001042354,0.6640397],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4349985,"threshold_uncertainty_score":0.903502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09664490560353751,"score_gpt":0.3434887809356314,"score_spread":0.2468438753320939,"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."}}