{"id":"W1897050040","doi":"10.29173/md24837","title":"Branding China to the World: A Pilot Study on China in the 2009 UN Copenhagen Climate Change Conference","year":2015,"lang":"en","type":"article","venue":"Multilingual Discourses","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"China; Appraisal theory; Ideology; White paper; White (mutation); Climate change; Political science; Sociology; Psychology; Social psychology; Law; Ecology; Politics","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":[],"category_scores_codex":[0.001268983,0.0003576027,0.0004078278,0.0002416741,0.0007060976,0.0006293667,0.0008327988,0.00001450008,0.0009278113],"category_scores_gemma":[0.0002311433,0.0001817556,0.00008523843,0.0002498944,0.000269586,0.0002520247,0.0002340115,0.0003090615,0.0004731739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003980764,"about_ca_system_score_gemma":0.00003176537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002268232,"about_ca_topic_score_gemma":0.06632975,"domain_scores_codex":[0.9976146,0.0003885426,0.0003795502,0.0004394987,0.0006269519,0.0005508682],"domain_scores_gemma":[0.998922,0.0001632231,0.0001353485,0.0006082924,0.0000828403,0.00008824273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003090801,0.001982255,0.002401198,0.0000134287,0.0001880157,0.0001659901,0.9479837,0.0001571163,0.00000603414,0.0288811,0.005034056,0.01287805],"study_design_scores_gemma":[0.002082287,0.002269752,0.0935159,0.0002876855,0.0003670993,0.00000449911,0.8800761,0.0003276368,0.00006819147,0.0003655149,0.01990703,0.0007282901],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8606865,0.0007221584,0.000003127572,0.004240663,0.0006113524,0.001328007,0.0001065013,0.0000654833,0.1322362],"genre_scores_gemma":[0.9935076,0.00001801655,0.00001176873,0.0008712556,0.00148738,0.0003066483,0.00001400369,0.00003323144,0.00375009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1328211,"threshold_uncertainty_score":0.9999855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1520930830692991,"score_gpt":0.3748755188080121,"score_spread":0.222782435738713,"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."}}