{"id":"W4393319966","doi":"10.26443/firr.v14i2.163","title":"The New People in Canton","year":2024,"lang":"en","type":"article","venue":"Flux International Relations Review","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001311632,0.00006161445,0.0001044505,0.00003109355,0.0006561775,0.0001334433,0.000135218,0.00001307913,0.0420391],"category_scores_gemma":[0.0001311531,0.00003408143,0.0001288788,0.0001091198,0.00003161154,0.000118789,0.00002684077,0.0001172159,0.008246345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006194704,"about_ca_system_score_gemma":0.00003464346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000925708,"about_ca_topic_score_gemma":0.01792758,"domain_scores_codex":[0.9993882,0.00002199151,0.0002326579,0.0001030912,0.0001731364,0.00008097686],"domain_scores_gemma":[0.9996718,0.0001427401,0.00002638976,0.00006367853,0.00006927476,0.00002609018],"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":[2.718206e-7,0.000004114851,0.00001832055,0.0000218603,0.00003598394,0.000001043091,0.00351936,0.000004086107,1.586072e-7,0.288383,0.6961312,0.01188062],"study_design_scores_gemma":[0.00002015017,0.000003655771,0.00005868467,0.000366829,0.00003309158,6.914483e-7,0.0001425856,0.000281747,5.693475e-8,0.005298625,0.9937468,0.00004710743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0005144717,0.2263181,0.00006478407,0.4624922,0.001290924,0.0001617757,0.00001157584,0.00005076302,0.3090954],"genre_scores_gemma":[0.01454923,0.01503994,0.00001247721,0.0003470914,0.0004328242,0.0000288869,0.0000338456,0.000004850791,0.9695508],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6604554,"threshold_uncertainty_score":0.9999927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02326628549606751,"score_gpt":0.2685870141937171,"score_spread":0.2453207286976495,"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."}}