{"id":"W1995103438","doi":"10.3389/fphys.2010.00017","title":"Le Chatelier's principle in sensation and perception: fractal-like enfolding at different scales","year":2010,"lang":"en","type":"article","venue":"Frontiers in Physiology","topic":"Neural dynamics and brain function","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Universitat de Barcelona; University of Toronto","keywords":"Unification; Sensation; Perception; Sensory system; Stimulus (psychology); Fractal; Psychology; Computer science; Cognitive psychology; Cognitive science; Neuroscience; Mathematics; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00006520323,0.0001086765,0.0001704768,0.0001324444,0.0001017299,0.00001447856,0.00008154682,0.0001083139,0.00001995316],"category_scores_gemma":[0.00006654061,0.00009924571,0.00002564081,0.0001022165,0.0001358061,0.0001294038,0.00009702104,0.0002432372,0.000005827538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005065974,"about_ca_system_score_gemma":0.000007982662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002410394,"about_ca_topic_score_gemma":0.0002886622,"domain_scores_codex":[0.9991041,0.0000836401,0.0001576172,0.0003739439,0.00007084501,0.0002098992],"domain_scores_gemma":[0.9997003,0.0000568855,0.00005943378,0.0001382157,0.000007242061,0.00003789855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004955539,0.00004225698,0.02263927,0.000008917934,8.512112e-7,0.000002938625,0.0001227177,0.0000473308,0.9726549,0.0009165797,0.000154014,0.003360706],"study_design_scores_gemma":[0.0005899576,0.00006813737,0.9321354,0.000009023424,0.000001786091,0.00001196369,0.00008972878,0.03923736,0.02093619,0.004745429,0.001995202,0.0001797993],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972516,0.000008436525,0.000122908,0.0002683668,0.001924137,0.0001657666,0.000003632954,0.00002341954,0.0002316963],"genre_scores_gemma":[0.9991424,0.00007604804,0.0002084686,0.0002899936,0.00007822557,0.00001874274,0.00001110263,0.00001025858,0.0001647253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9517187,"threshold_uncertainty_score":0.4047123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01087496988724063,"score_gpt":0.2354016730822734,"score_spread":0.2245267031950328,"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."}}