{"id":"W1559495379","doi":"10.1007/978-3-540-73681-3_6","title":"Using Cognitive Archetypes and Conceptual Graphs to Model Dynamic Phenomena in Spatial Environments","year":2007,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science; Archetype; Context (archaeology); Domain (mathematical analysis); Conceptual model; Spatial intelligence; Spatial cognition; Space (punctuation); Artificial intelligence; Cognitive model; Qualitative reasoning; Cognition; Cognitive map; Mathematics","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":[0.0009505489,0.0008805626,0.0004305473,0.001884387,0.0008912401,0.003523988,0.001694066,0.001274879,0.003557878],"category_scores_gemma":[0.004185459,0.0007452768,0.001766886,0.002204534,0.003177674,0.008076827,0.002044254,0.002334863,0.0005264445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001893045,"about_ca_system_score_gemma":0.001527958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0187644,"about_ca_topic_score_gemma":0.02020264,"domain_scores_codex":[0.999483,0.0002335155,0.00004723276,0.0001088603,0.00008580197,0.00004164224],"domain_scores_gemma":[0.9984586,0.001004534,0.0001091505,0.0002325128,0.000127459,0.00006773093],"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":[0.00002416377,0.00003887293,0.0005903581,0.0001024645,0.00003929789,0.0001445826,0.001367725,0.07794594,0.0005754333,0.899471,0.001206881,0.01849329],"study_design_scores_gemma":[0.00001790914,0.00001129645,0.0001895439,0.0000429459,0.00003703754,0.00006784387,0.0003606446,0.1603407,0.0004436795,0.8260282,0.01243851,0.00002162918],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02345176,0.0003993684,0.959366,0.0009320177,0.00008345113,0.0001079915,0.0005334415,0.0006980284,0.01442803],"genre_scores_gemma":[0.3663115,0.0008346639,0.625631,0.0002125283,0.00003693955,0.0003903902,0.001156908,0.0002365209,0.005189458],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0187644,"threshold_uncertainty_score":0.03731036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04727688236264611,"score_gpt":0.2856866817575561,"score_spread":0.23840979939491,"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."}}