{"id":"W4402525217","doi":"10.1007/s12140-024-09436-w","title":"Chinese Culture with Socialist Characteristics","year":2024,"lang":"en","type":"article","venue":"East Asia","topic":"Educational Research and Science Teaching","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Political science; Chinese culture; China; Economic system; Development economics; Economics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001726379,0.00006835355,0.00005962805,0.000006638754,0.0002048194,0.0002604702,0.000155149,0.00002746519,0.0005077482],"category_scores_gemma":[0.00006636653,0.00001801434,0.00003288366,0.0003263088,0.00005857043,0.0001493229,0.00002075791,0.0001464906,0.0001658985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002157959,"about_ca_system_score_gemma":0.00003211496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003965125,"about_ca_topic_score_gemma":0.0001403474,"domain_scores_codex":[0.999316,0.00002616598,0.00006098924,0.0001628423,0.0002544132,0.0001795749],"domain_scores_gemma":[0.9997878,0.00004044403,0.00001227669,0.00002262715,0.00003654359,0.0001002898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005778675,0.0002396022,0.2068269,0.00005253494,0.00005175003,0.0001158313,0.006363058,0.000001086049,0.1887649,0.03175387,0.02872729,0.5370455],"study_design_scores_gemma":[0.00002633388,0.0001297413,0.8794733,0.00004496238,0.000003435352,0.000025412,0.001210739,0.000132436,0.0000327814,0.001433896,0.1173421,0.0001448852],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803457,0.0001634305,0.000007647715,0.009760043,0.0001419582,0.00006181185,0.00003455975,0.0000763763,0.009408455],"genre_scores_gemma":[0.994926,0.000007001875,0.00007247175,0.0001089072,0.0007781315,0.000007564596,0.00006651341,5.040525e-7,0.004032851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6726464,"threshold_uncertainty_score":0.5559487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0189499945468913,"score_gpt":0.2962567617814867,"score_spread":0.2773067672345954,"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."}}