{"id":"W2395085119","doi":"10.1007/s10571-011-9710-5","title":"Introduction","year":2011,"lang":"en","type":"article","venue":"Cellular and Molecular Neurobiology","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science","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":[],"category_scores_codex":[0.000117492,0.0001407921,0.0001465038,0.00009697914,0.00005183152,0.000007177962,0.0001028538,0.00009214607,0.0003290748],"category_scores_gemma":[0.0000389562,0.0001349987,0.00004897018,0.0001137806,0.0001899232,0.00004151999,0.00007881855,0.0001328938,0.0008723519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006958091,"about_ca_system_score_gemma":0.000009589988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001355335,"about_ca_topic_score_gemma":0.000001245918,"domain_scores_codex":[0.9989833,0.0001721103,0.0001378416,0.0004102656,0.00003763365,0.0002588942],"domain_scores_gemma":[0.9995246,0.000006897204,0.00004768118,0.000306751,0.00003397522,0.00008011246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003519783,0.00003817563,0.0002105166,0.000004650753,0.00001635442,0.0000759024,0.00009366209,9.232619e-7,0.9887487,0.009030524,0.001418234,0.0003271538],"study_design_scores_gemma":[0.0002922042,0.0002070543,0.000896447,0.000001051322,0.00003714047,0.0001531075,0.00001590085,0.00001921871,0.9325643,0.001185374,0.06445183,0.0001764244],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896045,0.000351796,0.002741121,0.0001663267,0.000463331,0.000143581,0.000004480251,0.0001408159,0.006384054],"genre_scores_gemma":[0.998728,0.00001483572,0.0004929657,0.0003433639,0.0001287528,0.000008398622,0.00003764081,0.00004576575,0.0002002714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0630336,"threshold_uncertainty_score":0.9999056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01253895020230601,"score_gpt":0.1926929310568875,"score_spread":0.1801539808545815,"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."}}