{"id":"W4416061643","doi":"10.5539/ach.v17n2p114","title":"Threads of Culture: Hard Fibers as Material Heritage in the Philippines","year":2025,"lang":"","type":"article","venue":"Asian Culture and History","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Weaving; Clothing; Textile; Symbol (formal); Indigenous; Cultural heritage; Humanity; Inscribed figure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0002755131,0.0004036821,0.0005525796,0.0001612153,0.0004683239,0.0002001083,0.0003797656,0.00027744,0.003207222],"category_scores_gemma":[0.00002558148,0.0002766224,0.0002169858,0.00009887073,0.001058461,0.0002787651,0.00005733618,0.000367327,0.00003507511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001492078,"about_ca_system_score_gemma":0.0001814036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006757989,"about_ca_topic_score_gemma":0.002295111,"domain_scores_codex":[0.9981904,0.0001758708,0.0005547465,0.0004582877,0.0002694418,0.0003512776],"domain_scores_gemma":[0.9991817,0.00003165599,0.0001874083,0.0004214473,0.0001105951,0.0000671613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001898316,0.0002055722,0.00003988231,0.0003915788,0.00009238654,0.00003534435,0.3307323,2.334613e-7,0.0009346174,0.244376,0.419775,0.003227276],"study_design_scores_gemma":[0.0006780967,0.0002659362,0.0006283484,0.000271606,0.0001736796,0.00001098485,0.06167248,0.000001906257,0.00008746058,0.003456046,0.9324551,0.0002984075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01271581,0.06573573,0.000004589355,0.0017777,0.003772927,0.000699285,0.0001480917,0.00005094885,0.9150949],"genre_scores_gemma":[0.6848778,0.002739999,0.00004631609,0.002628666,0.001232509,0.00005095484,0.00006603923,0.00002891434,0.3083289],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6721619,"threshold_uncertainty_score":0.9999686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01818287672885303,"score_gpt":0.2205655549852772,"score_spread":0.2023826782564242,"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."}}