{"id":"W4280512775","doi":"10.1515/9789048554416","title":"Contesting Chineseness","year":2022,"lang":"en","type":"book","venue":"Amsterdam University Press eBooks","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000221902,0.0002353125,0.0003621841,0.00008730937,0.001568895,0.00004427155,0.0006325336,0.0002103566,0.000105051],"category_scores_gemma":[0.00006128813,0.0002622061,0.0001698764,0.00002423034,0.0004885177,0.000092995,0.0005474798,0.000483993,0.000008714052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004734486,"about_ca_system_score_gemma":0.0005947379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001455035,"about_ca_topic_score_gemma":0.001080154,"domain_scores_codex":[0.9984508,0.0002126569,0.0001260116,0.0003679601,0.0004866898,0.0003558552],"domain_scores_gemma":[0.9990789,0.0002135126,0.0002059989,0.0002413401,0.000110506,0.0001497829],"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":[0.00006848661,0.00004235065,0.0000644126,0.0001259153,0.0003693332,0.0007882747,0.0947987,0.00000188898,0.000003939638,0.5388953,0.3476534,0.01718796],"study_design_scores_gemma":[0.0003238764,0.00002407765,0.000008071909,0.000062229,0.000125408,0.00000186986,0.007688971,5.136077e-7,0.000001710937,0.0002639866,0.9912103,0.0002889562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000300551,0.0002128729,0.00001601999,0.0001276099,0.0007098583,0.0004022318,0.0000624657,0.0002048052,0.9982341],"genre_scores_gemma":[0.0005890921,0.0001153248,0.00004423286,0.0001244617,0.0005722832,0.000002660862,0.00003566315,0.00002330029,0.998493],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.643557,"threshold_uncertainty_score":0.999983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03400512791881143,"score_gpt":0.2536923664869314,"score_spread":0.2196872385681199,"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."}}