{"id":"W4400382331","doi":"10.55959/msu-2074-1588-19-27-2-10","title":"COGNITIVE-MATRIX ANALYSIS AS A TOOL FOR EXPLORING CULTURAL IDENTITY OF A FICTION AUTHOR: A STUDY OF M. PORTER’S “A GRANDMOTHER BEGINS THE STORY”","year":2024,"lang":"en","type":"article","venue":"Moscow University Bulletin Series 19 Linguistics and Intercultural Communication","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Lomonosov Moscow State University","keywords":"Cognition; Identity (music); Conceptual blending; Perspective (graphical); Sociology; Matrix (chemical analysis); Cognitive science; Psychology; Epistemology; Aesthetics; Computer science; Art; Philosophy; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003837502,0.0001266357,0.0002340092,0.0001381031,0.0003100638,0.00006835208,0.0002318188,0.00005997563,0.0001558649],"category_scores_gemma":[0.0003733056,0.00009593856,0.0001499206,0.0003281143,0.0001680773,0.0000997387,0.0001091173,0.0001838411,0.000004053848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004353202,"about_ca_system_score_gemma":0.000012314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001802967,"about_ca_topic_score_gemma":0.0006652137,"domain_scores_codex":[0.9990202,0.0003090097,0.00023204,0.0002050912,0.0001284745,0.0001051763],"domain_scores_gemma":[0.9987978,0.0002471567,0.0001689211,0.0002787304,0.0004785662,0.00002885105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.004977836,0.001843486,0.005194339,0.0007461213,0.01069252,0.00005247125,0.7874138,0.00007561214,0.00137291,0.1703217,0.008469455,0.008839659],"study_design_scores_gemma":[0.001839314,0.001434177,0.01445533,0.0002773577,0.005610408,0.00001810952,0.8300279,0.0004009845,0.0001523104,0.000558571,0.1448309,0.0003946704],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942996,0.0009547077,0.001209105,0.0002819027,0.0002896699,0.0004891058,0.0001101681,0.00004718028,0.002318563],"genre_scores_gemma":[0.996906,0.0002738526,0.0001751348,0.00001875276,0.00005360265,0.00001644037,0.0001287354,0.00000862857,0.002418789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1697632,"threshold_uncertainty_score":0.3912261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04906221700317818,"score_gpt":0.3328686470611251,"score_spread":0.2838064300579469,"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."}}