{"id":"W7006573136","doi":"","title":"UW Political Scientist Discusses Corruption in China in Lawrence University Address","year":2003,"lang":"en","type":"article","venue":"Lux Scholarship And Creativity At Lawrence University (Lawrence University)","topic":"Marine Biology and Environmental Chemistry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Communism; Language change; Mainland China; Dilemma; Government (linguistics); Politics","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"],"consensus_categories":[],"category_scores_codex":[0.0002965224,0.0003312664,0.0003434598,0.000399258,0.0004250332,0.00004022092,0.0004965402,0.0003366893,0.0002520277],"category_scores_gemma":[0.00006817379,0.0004198711,0.00007987449,0.0009953995,0.000891016,0.001262628,0.000331895,0.0006836227,0.0000237928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101678,"about_ca_system_score_gemma":0.00007178633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005249254,"about_ca_topic_score_gemma":0.005909628,"domain_scores_codex":[0.997983,0.0002927852,0.0001463229,0.0006617459,0.0002196644,0.0006964792],"domain_scores_gemma":[0.9991049,0.0001333471,0.00005973713,0.0003270227,0.0000268587,0.000348149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001633316,0.0001909063,0.9488086,0.00009332666,0.00002263381,0.0007641995,0.0003002305,0.0004267659,0.002995665,0.04586213,0.00001995498,0.000352288],"study_design_scores_gemma":[0.002374601,0.0001019998,0.9612123,0.0002441863,0.00007278802,0.00005909467,0.002543459,0.0005239897,0.00369042,0.0004342631,0.02776782,0.0009750372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9142574,0.00004195531,0.00029923,0.00007219574,0.00009208297,0.0001517077,0.00007094272,0.0001137617,0.08490074],"genre_scores_gemma":[0.9911451,0.0003463609,0.000181867,0.00001689828,0.000009527613,1.541721e-7,0.00003931373,0.00001146304,0.008249339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0768877,"threshold_uncertainty_score":0.9998253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009977032590171001,"score_gpt":0.1889688442906853,"score_spread":0.1789918117005143,"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."}}