{"id":"W4247686494","doi":"10.31234/osf.io/ryvg2","title":"Holographic Declarative Memory: Distributional semantics as the architecture of memory","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Artificial intelligence; Cognitive architecture; Semantics (computer science); Memory model; Theoretical computer science; Cognition; Programming language; Shared memory; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002192951,0.000216456,0.0002663778,0.00006170959,0.0001276929,0.00009412284,0.001904443,0.000177917,0.00002967884],"category_scores_gemma":[0.00001767462,0.0001307621,0.000223186,0.0003515401,0.0002147473,0.00004547561,0.001671156,0.0007326335,0.00003106071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001395992,"about_ca_system_score_gemma":0.0001627762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004011058,"about_ca_topic_score_gemma":0.00001425145,"domain_scores_codex":[0.9985844,0.0001048986,0.000265076,0.0005015932,0.0003317886,0.0002122101],"domain_scores_gemma":[0.9979578,0.0002728287,0.0002541144,0.001312035,0.0001490177,0.00005416281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000129758,0.0002200826,0.0005169158,0.0001187457,0.0002597472,0.000009354698,0.0007625317,0.09570466,0.0006765583,0.8693231,0.01886791,0.0135274],"study_design_scores_gemma":[0.0006075263,0.0002157571,0.01491784,0.0002491854,0.0001454363,0.0001344613,0.0001676691,0.1401167,0.0120545,0.8142499,0.01585397,0.001287024],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04260726,0.000362431,0.926407,0.021162,0.0005579297,0.00090172,0.00008129898,0.0001227749,0.007797524],"genre_scores_gemma":[0.9914352,0.00006880827,0.006778724,0.0007216595,0.0001281215,0.00006667543,0.00006461064,0.000008113837,0.000728099],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9488279,"threshold_uncertainty_score":0.5332324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01682228033619029,"score_gpt":0.2606813079015191,"score_spread":0.2438590275653288,"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."}}