{"id":"W4402397190","doi":"10.24908/iqurcp18045","title":"Linguistic Strategies for Identity and World Building","year":2024,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Linguistics; Identity (music); Sociology; Art; Aesthetics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003734675,0.0007129346,0.0003318457,0.001907657,0.006899544,0.01088715,0.001492588,0.002050335,0.006639185],"category_scores_gemma":[0.00538899,0.0002914651,0.0003696693,0.0009695973,0.0355589,0.007405664,0.007397756,0.002331123,0.001524923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003270535,"about_ca_system_score_gemma":0.002280848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004399551,"about_ca_topic_score_gemma":0.004706009,"domain_scores_codex":[0.994395,0.003741523,0.0001979828,0.0005978105,0.0006157396,0.0004520218],"domain_scores_gemma":[0.9982419,0.000645295,0.0002510518,0.0003991908,0.0002504561,0.0002119785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000126245,0.000012225,0.0005196215,0.00004667402,0.000004485778,0.0002384441,0.1802256,0.00008410325,0.0006506044,0.80418,0.001071987,0.01295355],"study_design_scores_gemma":[0.00001764066,0.00005746554,0.00151341,0.0003330298,0.00002094032,0.00103537,0.2149402,0.0009795229,0.002046681,0.4211284,0.3578753,0.00005195606],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09073208,0.002445494,0.04766346,0.008807802,0.0002308376,0.0001065296,0.00005458722,0.0002778517,0.8496813],"genre_scores_gemma":[0.9664868,0.0004259663,0.00763045,0.0002790813,0.00003629804,0.00005529556,0.00003129832,0.00008467546,0.02497011],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01088715,"threshold_uncertainty_score":0.0237295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3064212941844273,"score_gpt":0.564726020134105,"score_spread":0.2583047259496777,"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."}}