{"id":"W4394420031","doi":"10.6084/m9.figshare.4551517.v1","title":"Working Memory Trial Data","year":2017,"lang":"en","type":"dataset","venue":"Figshare","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":0,"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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000165032,0.0002820067,0.0003664801,0.00007346304,0.000258463,0.0002178672,0.002432731,0.000399807,0.8050805],"category_scores_gemma":[0.01005666,0.0002822735,0.00009785998,0.00004418308,0.00001675222,0.00009441496,0.001839821,0.0007016304,0.03685306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002493903,"about_ca_system_score_gemma":0.000127801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002216323,"about_ca_topic_score_gemma":0.0002930259,"domain_scores_codex":[0.9981853,0.0001128143,0.0002803981,0.0008221665,0.0002067749,0.0003925432],"domain_scores_gemma":[0.9943995,0.001006988,0.0004629068,0.003974331,0.00007225274,0.00008402966],"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":[0.0003735025,0.00004756472,4.788968e-7,0.00009062772,0.00006612303,0.0001745695,0.00001657571,1.19834e-8,7.933246e-9,2.083283e-7,0.9761123,0.02311802],"study_design_scores_gemma":[0.004866438,0.00006413757,0.00004986104,0.002463491,0.00005560593,0.00001439703,0.00003653658,0.000001230287,7.031549e-8,0.000009963201,0.9921232,0.0003149979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[9.631339e-7,0.0006767476,1.304408e-8,0.00002268354,0.00247426,0.000553045,0.9749313,0.00005798916,0.02128302],"genre_scores_gemma":[0.0000129832,0.000002203434,0.000004039554,0.0001784338,0.00493671,0.000310834,0.9910913,0.00003284424,0.003430666],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7682274,"threshold_uncertainty_score":0.9999629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4202611969968759,"score_gpt":0.4418024721381646,"score_spread":0.02154127514128873,"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."}}