{"id":"W4251962500","doi":"10.3410/f.1029473.345425","title":"Faculty Opinions recommendation of Encoding a temporally structured stimulus with a temporally structured neural representation.","year":2005,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Stimulus (psychology); Computer science; Psychology; Cognitive psychology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001310454,0.00307941,0.001314973,0.00213903,0.0007267534,0.002624497,0.003298664,0.002552601,0.08412853],"category_scores_gemma":[0.007601735,0.0006817413,0.001794245,0.002457863,0.000403342,0.001449766,0.00141775,0.0019176,0.08435518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001236059,"about_ca_system_score_gemma":0.002517611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02577376,"about_ca_topic_score_gemma":0.0580207,"domain_scores_codex":[0.9992442,0.0001296674,0.00007223911,0.0002073414,0.0002257387,0.0001208758],"domain_scores_gemma":[0.9980838,0.0003197726,0.0000921241,0.0006439695,0.0006415871,0.0002188201],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000179102,0.0001023232,0.0006145831,0.0003597795,0.00003636003,0.00002189586,0.000008516401,0.0004314835,0.000417288,0.0002382377,0.9870608,0.01052979],"study_design_scores_gemma":[0.0008402091,0.0001856179,0.008303825,0.0003070296,0.0001496724,0.0001827822,0.0001193325,0.01376171,0.007297038,0.002343413,0.9664158,0.00009364518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002711928,0.0002789048,0.001405982,0.0006146539,0.0006639691,0.0002485898,0.981653,0.003872768,0.008550146],"genre_scores_gemma":[0.00377726,0.0001197488,0.002735456,0.0001401053,0.00004686768,0.0001824798,0.9852605,0.0001545256,0.007582941],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9986895,"threshold_uncertainty_score":0.281438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03167930269712188,"score_gpt":0.3416284126353726,"score_spread":0.3099491099382508,"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."}}