{"id":"W7076962754","doi":"","title":"Representation of Quarter Life Crisis as a Communication Message in the Song Lyric of 'Quarter Life' by Tomorrow X Together (TXT)","year":2025,"lang":"en","type":"other","venue":"UMS Library Center of Academic Activities (Universitas Surakarta)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lyrics; Meaning (existential); Connotation; Feeling; Semiotics; Denotation (semiotics); Quarter (Canadian coin)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000261563,0.0003052809,0.0006334102,0.0004796608,0.0000600182,0.00003099859,0.002213051,0.0005132157,0.002432008],"category_scores_gemma":[0.00005352894,0.0002850122,0.0002231076,0.0007819259,0.0002308077,0.001447071,0.000561423,0.0006615473,0.000006812803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002244807,"about_ca_system_score_gemma":0.0001737839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003020554,"about_ca_topic_score_gemma":0.000003802545,"domain_scores_codex":[0.9977875,0.0005614101,0.000487684,0.0004495323,0.0004200053,0.0002938896],"domain_scores_gemma":[0.997502,0.000415495,0.0009085389,0.001061988,0.00004026404,0.00007168774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008483307,0.0001503186,0.005367421,0.0003588199,0.0001905797,0.000007269268,0.008616533,0.00001420092,0.0003164109,0.003741361,0.980865,0.0002872698],"study_design_scores_gemma":[0.008589029,0.001004577,0.006604866,0.006534072,0.0006860633,0.00006635249,0.6015612,0.00413282,0.02767718,0.01584969,0.3240553,0.003238863],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02169323,0.00279145,0.003284953,0.02157052,0.0002677038,0.0008405323,0.0003596627,0.0001808215,0.9490111],"genre_scores_gemma":[0.9690126,0.0007383328,0.0006049788,0.0006998005,0.0000400617,0.00001047641,0.0001854773,0.00002966531,0.02867857],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9473194,"threshold_uncertainty_score":0.9999602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00889680513394324,"score_gpt":0.2182475340174632,"score_spread":0.2093507288835199,"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."}}