{"id":"W25877506","doi":"10.25916/sut.26291506","title":"Made in China: an alternative design strategy","year":2024,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Computer science; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009061334,0.0001144934,0.0002644089,0.0002049164,0.00009645042,0.0001243583,0.0002983341,0.0000403154,0.001098527],"category_scores_gemma":[0.00002755128,0.00006673898,0.00006286814,0.00004265272,0.0002188992,0.0003227473,0.00001760823,0.0003644708,0.00006839607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003072569,"about_ca_system_score_gemma":0.0001066285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006970862,"about_ca_topic_score_gemma":0.0007245014,"domain_scores_codex":[0.9987983,0.0003854664,0.0004074766,0.00008274471,0.000131584,0.0001944307],"domain_scores_gemma":[0.9992836,0.0003624183,0.0001377242,0.0001142445,0.0000536919,0.00004829892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000521445,0.000201113,0.0006287459,0.00007839462,0.0002439657,0.0003026455,0.201543,0.003043952,0.0002535308,0.7577022,0.02034043,0.01514056],"study_design_scores_gemma":[0.003450284,0.005638137,0.003516728,0.001331639,0.0003384854,0.02062998,0.07135404,0.04381524,0.0007645214,0.7622738,0.08575927,0.001127905],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838077,0.002981654,0.004216001,0.0009883719,0.001437369,0.0001162008,0.000004877309,0.00003289665,0.006414953],"genre_scores_gemma":[0.9983366,0.000583232,0.00006247139,0.00005677455,0.00008742237,0.000001560349,5.669751e-7,0.00001607568,0.0008553128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.130189,"threshold_uncertainty_score":0.9998146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05294444128006411,"score_gpt":0.2777121900216236,"score_spread":0.2247677487415595,"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."}}