{"id":"W4414766612","doi":"10.5539/ass.v21n5p30","title":"Contemporary Debate on the Communication of Public Sociology in China","year":2025,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public sociology; Viewpoints; Conversation; Discipline; China; Context (archaeology); Sociology of disaster","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006307335,0.0003929647,0.0003902923,0.001791549,0.008847781,0.007274012,0.0008456808,0.002690475,0.004466128],"category_scores_gemma":[0.005843143,0.0002179624,0.0002443684,0.003938163,0.01190839,0.004831867,0.002723874,0.002092844,0.0002390041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01669597,"about_ca_system_score_gemma":0.01576942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02220932,"about_ca_topic_score_gemma":0.02051264,"domain_scores_codex":[0.9971491,0.001219145,0.0001379394,0.0003572699,0.0006774555,0.0004592571],"domain_scores_gemma":[0.9955691,0.0024353,0.000682141,0.0002648424,0.0005432333,0.0005054869],"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":[0.0001014283,0.00006924396,0.02360723,0.0008609743,0.0000434164,0.002376585,0.3533439,0.0009827189,0.002266752,0.4941009,0.02075838,0.1014883],"study_design_scores_gemma":[0.00004629862,0.0002257266,0.0788365,0.001762876,0.0001112241,0.001232593,0.2724893,0.004144791,0.002882161,0.1159922,0.5220813,0.0001951091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6538051,0.02500314,0.003597145,0.1542924,0.001337518,0.00007274785,0.0001291108,0.00009744472,0.1616653],"genre_scores_gemma":[0.986446,0.003793161,0.0002279242,0.002732087,0.0003317243,0.00002106824,0.00002587309,0.00001122691,0.006411091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02220932,"threshold_uncertainty_score":0.1211383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09449059665449104,"score_gpt":0.3812558092775601,"score_spread":0.2867652126230691,"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."}}