{"id":"W4409405564","doi":"10.1142/s266131822503001x","title":"Expanding Awareness and Application of Quality Management in the Asia-Pacific Region","year":2025,"lang":"en","type":"article","venue":"Fertility & Reproduction","topic":"Korean Peninsula Historical and Political Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Achieve Life Sciences (Canada)","funders":"","keywords":"Asia pacific; Quality (philosophy); Geography; Political science; Business; International trade; Epistemology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.008028565,0.0003448211,0.0003811237,0.001151968,0.001470214,0.005239115,0.001124671,0.002720461,0.003506606],"category_scores_gemma":[0.01506523,0.0002045297,0.0005189899,0.001282942,0.003134973,0.004317909,0.002562149,0.006710503,0.0002629408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002177647,"about_ca_system_score_gemma":0.008547874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003312829,"about_ca_topic_score_gemma":0.005248522,"domain_scores_codex":[0.9967159,0.001347877,0.0003962675,0.0002350531,0.001028275,0.0002766662],"domain_scores_gemma":[0.9784489,0.01078838,0.002354144,0.0003429786,0.005805296,0.002260335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000554009,0.0001129769,0.009116297,0.005814177,0.00008492937,0.001580705,0.01588838,0.00037105,0.001570901,0.03734719,0.4481579,0.4799001],"study_design_scores_gemma":[0.000007904069,0.0000615203,0.007753716,0.002824086,0.00003822641,0.0009662865,0.008748857,0.0001656563,0.0002800434,0.00631652,0.972804,0.00003328017],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005730748,0.1812872,0.0020003,0.686717,0.1082127,0.00003370319,0.00003991029,0.00004303479,0.01593532],"genre_scores_gemma":[0.1244362,0.5388269,0.003322205,0.151639,0.1728809,0.00005907468,0.00009237658,0.00007577003,0.008667515],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008028565,"threshold_uncertainty_score":0.04245961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04884108688957451,"score_gpt":0.3608637544614408,"score_spread":0.3120226675718663,"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."}}