{"id":"W4313527530","doi":"10.1101/2023.01.01.522410","title":"The predictive power of intrinsic timescale during the perceptual decision-making process across the mouse brain","year":2023,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Neuroscience; Perception; Stimulus (psychology); Population; Psychology; Context (archaeology); Hierarchy; Biology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003070037,0.0002343326,0.000289797,0.0003941604,0.00009659183,0.0004896202,0.0003096363,0.0003673102,0.0008526235],"category_scores_gemma":[0.001054506,0.0002281351,0.0002128124,0.0001804953,0.0003822063,0.0004973602,0.0003568121,0.0007146489,0.0001699578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000310334,"about_ca_system_score_gemma":0.0001905085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008541758,"about_ca_topic_score_gemma":0.001075539,"domain_scores_codex":[0.9998553,0.00001162453,0.000009754652,0.0000580889,0.00003723728,0.00002803675],"domain_scores_gemma":[0.9992881,0.0002085766,0.0002696966,0.00006500277,0.00006499626,0.0001035471],"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":[0.00009038432,0.00001226164,0.002335474,0.00001874154,0.000008358541,0.00001723193,0.00003475787,0.0006723957,0.9928709,0.0002499535,0.00003586452,0.003653597],"study_design_scores_gemma":[0.00003130545,0.0003037472,0.2905253,0.00003688135,0.00006875809,0.0001839383,0.0001034547,0.05132326,0.654469,0.001977731,0.0009253361,0.00005138494],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881532,0.0001716953,0.01072363,0.00004518872,0.00001061397,0.000004689628,0.0002683571,0.0001268811,0.0004958133],"genre_scores_gemma":[0.9950724,0.00007406048,0.003868074,0.00002732837,0.000004612225,0.00001579311,0.0001747249,0.00008840325,0.0006746541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008541758,"threshold_uncertainty_score":0.002852261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01387132896676078,"score_gpt":0.2549769602044725,"score_spread":0.2411056312377117,"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."}}