{"id":"W2796055785","doi":"10.1080/0147037x.2018.1445444","title":"The Scholarship of Chu Hung-lam","year":2018,"lang":"en","type":"article","venue":"Ming Studies","topic":"Chinese history and philosophy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Scholarship; History; Literature; Art; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007199898,0.00004143461,0.00008082995,0.00001497128,0.00180256,0.00001347728,0.0001497754,0.00001980166,0.000008266167],"category_scores_gemma":[0.0008257367,0.00002701097,0.00003415673,0.0001274907,0.001047842,0.00006097045,0.00004142317,0.00005107011,0.00002861582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000298304,"about_ca_system_score_gemma":0.00002473855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007474549,"about_ca_topic_score_gemma":0.001681571,"domain_scores_codex":[0.9995023,0.00008871947,0.0000854893,0.00007145654,0.0001548367,0.00009718706],"domain_scores_gemma":[0.9994642,0.0002381201,0.0000457057,0.0000978199,0.0001374025,0.00001670905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005118084,0.00005844659,0.02828576,0.00004210298,0.0002444901,0.000002729615,0.4411996,5.508752e-7,0.0009173463,0.4987067,0.01260056,0.01789056],"study_design_scores_gemma":[0.0001415434,0.00008298123,0.0102727,0.00006561766,0.00002803278,2.422253e-7,0.007852971,7.047281e-7,0.000583905,0.3230597,0.6577801,0.0001315329],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8608792,0.007182341,0.000002081596,0.00414337,0.001104276,0.00007435408,0.000001139706,0.00003110018,0.1265821],"genre_scores_gemma":[0.9970576,0.0000952566,0.00004959194,0.00007954748,0.0007045628,0.000003517569,7.176968e-8,0.000002543499,0.002007316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6451795,"threshold_uncertainty_score":0.9994969,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1141104762576257,"score_gpt":0.4018683371213126,"score_spread":0.287757860863687,"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."}}