{"id":"W4410406066","doi":"10.55959/msu-2074-1588-19-28-1-3","title":"Linguistic and extralinguistic aspects of “métis futurism” as a tool for identity (re)construction in fiction","year":2025,"lang":"en","type":"article","venue":"Moscow University Bulletin Series 19 Linguistics and Intercultural Communication","topic":"Themes in Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistics; Identity (music); Sociology; Art; History; Philosophy; Aesthetics","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":[0.000201735,0.0001390498,0.0002341202,0.0001844725,0.0004364957,0.000155524,0.0002030845,0.00007412287,0.0000922847],"category_scores_gemma":[0.001825704,0.0001434376,0.00005990885,0.0000931331,0.0004301213,0.00007343701,0.000176042,0.000173764,9.767766e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008970865,"about_ca_system_score_gemma":0.00002549153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001277246,"about_ca_topic_score_gemma":0.002420939,"domain_scores_codex":[0.9992253,0.00008911621,0.0002794817,0.0002028736,0.00007534364,0.0001278893],"domain_scores_gemma":[0.9988025,0.0001974239,0.0001656027,0.0002565544,0.000548991,0.00002896908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001615971,0.00003211935,0.0001787622,0.0001733523,0.00005915815,0.000001881817,0.01597025,0.000007306393,0.00004670744,0.9823326,0.0005903634,0.0004458837],"study_design_scores_gemma":[0.000572937,0.0001338658,0.0004005087,0.0003599396,0.0002336334,0.000003750497,0.01918474,0.0003162263,0.00007723908,0.03655934,0.9419444,0.0002134311],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5436186,0.007425246,0.002295044,0.003994931,0.003574826,0.001595495,0.0003956466,0.0002486217,0.4368516],"genre_scores_gemma":[0.9935076,0.0007911167,0.003344458,0.00007454927,0.0001451062,0.00000278944,0.00009245578,0.00000638327,0.002035595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9457733,"threshold_uncertainty_score":0.5849215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01064526124732352,"score_gpt":0.2346710467617285,"score_spread":0.224025785514405,"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."}}