{"id":"W2613743574","doi":"","title":"The Macro Architecture Hypothesis: A Theoretical Framework for Integrated Cognition","year":2013,"lang":"en","type":"article","venue":"National Conference on Artificial Intelligence","topic":"Cognitive Science and Mapping","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Macro; Cognitive architecture; Architecture; Cognition; Computer science; Cognitive science; Enterprise architecture framework; Reference architecture; Solution architecture; Software architecture; Psychology; Programming language; Software","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":[0.002213679,0.0006862545,0.000544876,0.001683467,0.0009638163,0.004564445,0.001468351,0.001555036,0.007907927],"category_scores_gemma":[0.002795626,0.0003835813,0.0008248746,0.0008918314,0.01068421,0.008809594,0.003549325,0.002133867,0.0009308254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001764803,"about_ca_system_score_gemma":0.001887947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001576114,"about_ca_topic_score_gemma":0.001197636,"domain_scores_codex":[0.9988997,0.000350793,0.00003902134,0.0002629183,0.0003215845,0.000125874],"domain_scores_gemma":[0.9989331,0.000466119,0.0001323093,0.0001757687,0.0001339559,0.0001587013],"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":[0.000009546715,0.00001151055,0.0005017957,0.00003688122,0.00001473864,0.00003971214,0.0007103785,0.0009254657,0.0002464714,0.9884603,0.0005703073,0.008472797],"study_design_scores_gemma":[0.00001096074,0.00002516314,0.0006212887,0.00002941543,0.000007392018,0.00006072016,0.000289176,0.003730618,0.0001521087,0.9876255,0.007440441,0.000007120389],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05348714,0.002624517,0.7215947,0.01173734,0.0002294211,0.0001399268,0.0001528006,0.0004752615,0.2095589],"genre_scores_gemma":[0.8829777,0.001345805,0.1037305,0.001152526,0.0002368376,0.000391074,0.0001472825,0.0001059355,0.009912258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007907927,"threshold_uncertainty_score":0.02645463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09969611806029081,"score_gpt":0.3317140024712873,"score_spread":0.2320178844109965,"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."}}