{"id":"W2281750946","doi":"","title":"Kim Yu-Na Syndrome from the Perspective of Trans-Humanities","year":2010,"lang":"en","type":"article","venue":"Trans-Humanities","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Pride; Sociocultural evolution; Sociology; Context (archaeology); Digital humanities; Value (mathematics); Perspective (graphical); Art; Philosophy; History; Visual arts; Anthropology; Computer science","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":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0003977431,0.0002782746,0.0004478039,0.00007272355,0.001608715,0.0001225136,0.0006585061,0.0001729079,0.001813649],"category_scores_gemma":[0.00009907973,0.0002048446,0.0002678025,0.0001572538,0.003139582,0.000377873,0.00002126358,0.0005314481,0.00003670355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006205332,"about_ca_system_score_gemma":0.0001903212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0143471,"about_ca_topic_score_gemma":0.1243124,"domain_scores_codex":[0.9980299,0.0001929823,0.0003321854,0.0003139662,0.0006387137,0.0004922139],"domain_scores_gemma":[0.9987103,0.0005159416,0.0001123632,0.0003020516,0.0002976166,0.00006174455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003202316,0.0000731266,0.0002731662,0.00002327373,0.0001871109,0.00001459676,0.6953923,3.941861e-7,0.0004326474,0.3011237,0.001909577,0.0005380606],"study_design_scores_gemma":[0.000473959,0.000119106,0.006249865,0.00006512088,0.0002178062,0.000004117448,0.7025685,7.418408e-7,0.0004132333,0.02024254,0.2693061,0.0003389372],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3365731,0.004254853,0.000147443,0.00800412,0.002095407,0.0008921647,0.0004083904,0.0003045435,0.64732],"genre_scores_gemma":[0.987251,0.0006116423,0.00009916315,0.0005058271,0.000825059,0.0000583058,0.00001336113,0.00002966482,0.01060598],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6506779,"threshold_uncertainty_score":0.9996911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03792554771575042,"score_gpt":0.2790749789623549,"score_spread":0.2411494312466045,"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."}}