{"id":"W2547150399","doi":"10.6084/m9.figshare.4197885.v1","title":"COBRE preprocessed with NIAK 0.17 - lightweight release","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Sensor Technology and Measurement Systems","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004769038,0.0001308869,0.0001214912,0.00006906063,0.00009544338,0.00004519856,0.0007979776,0.0001107892,0.009003527],"category_scores_gemma":[0.0002786359,0.00007403764,0.00003034087,0.0002473531,0.00001024871,0.0003637883,0.00004707999,0.00007720212,0.003540197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002928849,"about_ca_system_score_gemma":0.00007521245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.384854e-7,"about_ca_topic_score_gemma":0.000006228857,"domain_scores_codex":[0.9989274,0.00002554294,0.0001272243,0.0004206205,0.0002467084,0.0002525205],"domain_scores_gemma":[0.9988347,0.0000633015,0.00009978291,0.0007633885,0.0001564698,0.00008231561],"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":[0.00001767012,0.00005575235,0.000538018,0.00009331529,0.00003115199,0.0001026658,0.0001180617,0.000001222189,0.006053295,0.0008375854,0.9828982,0.009253013],"study_design_scores_gemma":[0.001023625,0.0001700697,0.001608395,0.003059321,0.000006094451,0.0001039852,0.000008779961,0.0001335034,0.2476048,0.0003063566,0.7455698,0.0004053013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05319314,0.01072284,0.07294607,0.08742498,0.003417848,0.01413366,0.1954196,0.0469796,0.5157623],"genre_scores_gemma":[0.9908341,0.000001850919,0.0007317355,0.0004214898,0.000101106,0.0002527186,0.0006035307,0.00001841762,0.007035051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.937641,"threshold_uncertainty_score":0.9972357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02978102469285478,"score_gpt":0.2189465929661242,"score_spread":0.1891655682732694,"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."}}