{"id":"W4415304453","doi":"10.18733/cpi29784","title":"Contributor Biographies","year":2025,"lang":"","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Asian American and Pacific Histories","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Massachusetts Amherst; Iligan Institute of Technology, Mindanao State University; Philippine Social Science Council","keywords":"Kinship; Performance art; Historical record","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002319437,0.0006702464,0.0007906304,0.005140899,0.002852361,0.003139393,0.001482212,0.001301093,0.4599662],"category_scores_gemma":[0.02578978,0.0003697436,0.0003409188,0.007268758,0.000520121,0.002707997,0.002165473,0.00323578,0.2243783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002150349,"about_ca_system_score_gemma":0.005052739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01144004,"about_ca_topic_score_gemma":0.01710901,"domain_scores_codex":[0.9981337,0.0002066332,0.0001025128,0.0003130768,0.001093526,0.000150589],"domain_scores_gemma":[0.9793367,0.002940952,0.0009116119,0.001417954,0.01398164,0.001411048],"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":[0.000005168289,0.000004075459,0.00007102588,0.00005692646,0.000001180797,0.00002630126,0.000133808,0.00001493829,0.00005284017,0.0008620826,0.9794518,0.0193199],"study_design_scores_gemma":[0.000002071588,0.000002126841,0.000164842,0.00007715364,0.000002524567,0.00004385877,0.0001126905,0.00002054618,0.00005564502,0.0003322889,0.9991826,0.00000356893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001643715,0.01192592,0.00356102,0.06129548,0.09553863,0.000635269,0.02879608,0.001600259,0.7950037],"genre_scores_gemma":[0.00968593,0.008753225,0.002154008,0.006913016,0.01115031,0.0005069218,0.008308579,0.001150128,0.9513779],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5400338,"threshold_uncertainty_score":0.7702926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3801956366617066,"score_gpt":0.4620416392485805,"score_spread":0.08184600258687391,"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."}}