{"id":"W4407981473","doi":"10.1016/j.plrev.2025.02.006","title":"From pre-stimulus activity to the contents of consciousness – A spatiotemporal view: Reply to comments on “Beyond task response-Pre-stimulus activity modulates contents of consciousness”","year":2025,"lang":"en","type":"review","venue":"Physics of Life Reviews","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"","keywords":"Consciousness; Stimulus (psychology); Psychology; Cognitive psychology; Neuroscience","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001593188,0.001101536,0.005770224,0.0003072353,0.0002243801,0.00007211615,0.001740054,0.0002677948,0.00001339006],"category_scores_gemma":[0.007859678,0.000784304,0.001348212,0.001531427,0.0003786271,0.000282979,0.0008792005,0.000750458,0.00004566736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002282159,"about_ca_system_score_gemma":0.000425347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001200561,"about_ca_topic_score_gemma":0.00005524331,"domain_scores_codex":[0.9904405,0.003960608,0.002339998,0.001568557,0.001105711,0.0005845676],"domain_scores_gemma":[0.9871081,0.005782863,0.003820196,0.002541243,0.0004151333,0.0003325073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003268036,0.001695385,0.0001126456,0.01823456,0.0003238848,0.00000712148,0.0003940587,0.0003021976,0.01758201,0.0001401578,0.005013434,0.9529265],"study_design_scores_gemma":[0.002981423,0.002902891,0.001042496,0.08576501,0.002457273,0.000005900446,0.00002948479,0.002845095,0.01721768,0.0007610693,0.8816005,0.002391178],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1823957,0.7567054,0.004963935,0.003500327,0.005359625,0.03125345,0.01533922,0.0001762604,0.0003061227],"genre_scores_gemma":[0.2678621,0.7273676,0.0001202386,0.003027729,0.0002138443,0.0007362327,0.0001023956,0.0001250161,0.0004448979],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9505353,"threshold_uncertainty_score":0.9994608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0778540964668769,"score_gpt":0.3498954662906388,"score_spread":0.2720413698237619,"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."}}