{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004521226,0.0006785917,0.0004604872,0.005689065,0.008691493,0.005892021,0.001591635,0.001332195,0.002024218],"category_scores_gemma":[0.01061078,0.0003315317,0.0003033364,0.003174075,0.01445147,0.003044785,0.003814372,0.002713962,0.0002251607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005844921,"about_ca_system_score_gemma":0.002793367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01658963,"about_ca_topic_score_gemma":0.02929367,"domain_scores_codex":[0.9972917,0.001854355,0.00005000857,0.000190665,0.0003941922,0.0002189653],"domain_scores_gemma":[0.992019,0.006369704,0.0005261608,0.0002280733,0.0004889619,0.0003681406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001657389,0.00003010794,0.001337812,0.00003784061,0.000002606374,0.0002320978,0.9866425,0.00003051238,0.0005258713,0.005838876,0.0002808983,0.005024326],"study_design_scores_gemma":[0.000005588935,0.00004290818,0.005707062,0.00005526164,0.000005115086,0.000324132,0.9757206,0.0003937689,0.0008187199,0.00309469,0.01381049,0.00002166315],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802809,0.0002982618,0.003973472,0.000859318,0.00003788131,0.0001364546,0.00005361035,0.00001920229,0.01434087],"genre_scores_gemma":[0.9951288,0.0001813298,0.002779851,0.0000814083,0.00001233767,0.00009295604,0.00003439161,0.00001475548,0.001674242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01658963,"threshold_uncertainty_score":0.04240805,"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."}}