{"id":"W4416956506","doi":"10.54254/2753-8818/2026.au30172","title":"Investigating Neural Mechanisms Underlying Landmark and Map-Learning in a Novel Goal-Directed Navigation Research Platform","year":2025,"lang":"","type":"article","venue":"Theoretical and Natural Science","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Lawrence College","funders":"","keywords":"Landmark; Spatial memory; Cognitive map; Heading (navigation); Spatial learning; Cognition; Electroencephalography; Mechanism (biology)","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":[],"consensus_categories":[],"category_scores_codex":[0.003152892,0.0002199239,0.0002364412,0.0004785292,0.0008889457,0.0004118606,0.0002104568,0.0001742541,0.00002881991],"category_scores_gemma":[0.001523145,0.0001970676,0.0000254903,0.00258786,0.002426653,0.0005899145,0.0002783268,0.001533592,0.000004452396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002174585,"about_ca_system_score_gemma":0.000176353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001266553,"about_ca_topic_score_gemma":0.00002520946,"domain_scores_codex":[0.997611,0.0001451161,0.000386724,0.0005465148,0.0006226193,0.0006880675],"domain_scores_gemma":[0.9985217,0.0008599194,0.00004779429,0.000108535,0.0002351204,0.0002269223],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005713357,0.00002062768,0.0005870566,0.0001958294,0.000006469128,0.000004016563,0.001358838,0.0001960001,0.2503122,0.6924922,0.000001956782,0.05476755],"study_design_scores_gemma":[0.0007631787,0.00009630089,0.02046926,0.001048663,0.00001237761,0.00001165358,0.0007334657,0.7665175,0.008193964,0.2019162,0.00001117686,0.0002262619],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932199,0.0007177166,0.002215477,0.001189294,0.0004059889,0.0004007513,0.000003639085,0.0001516743,0.001695622],"genre_scores_gemma":[0.9977701,0.00006542247,0.001934354,0.0001084526,0.00002544226,0.00001370515,0.00001322516,0.00001165697,0.00005760087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7663215,"threshold_uncertainty_score":0.8941104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02812948214010175,"score_gpt":0.3235111573628179,"score_spread":0.2953816752227161,"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."}}