{"id":"W4391981193","doi":"10.15273/jue.v14i1.12047","title":"Seeking Stability in China's \"Involuted Generation\"","year":2024,"lang":"en","type":"article","venue":"Journal for Undergraduate Ethnography","topic":"China's Socioeconomic Reforms and Governance","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Psychology; Sociology; Social psychology; Gender studies; Political science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002258643,0.0001544099,0.0002196448,0.0002652151,0.0009237888,0.0005533922,0.0002411315,0.0001363632,0.00005164996],"category_scores_gemma":[0.0001333343,0.0001309913,0.0004096569,0.0006386509,0.0002019063,0.0008167251,0.00002261088,0.0005166339,0.000007924524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000458857,"about_ca_system_score_gemma":0.0003568141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001676397,"about_ca_topic_score_gemma":0.01225178,"domain_scores_codex":[0.9983336,0.000139326,0.0004630192,0.0002866288,0.0003071172,0.0004702548],"domain_scores_gemma":[0.9993373,0.0001537635,0.0001442202,0.0001354102,0.00007343705,0.0001558905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001580558,0.0005372202,0.1102831,0.0004248573,0.000670377,0.0001088041,0.1904577,0.000962695,0.003279713,0.4736193,0.104642,0.1148563],"study_design_scores_gemma":[0.0009754457,0.0001319022,0.01912688,0.0002132547,0.00004475713,0.00001492338,0.005140862,0.01011765,0.0001307313,0.5646781,0.3988531,0.0005723631],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9489052,0.002995291,0.007331301,0.03055665,0.004827071,0.0004723659,0.00003004031,0.0001225997,0.004759545],"genre_scores_gemma":[0.9951253,0.001895539,0.0007819926,0.0001516487,0.001195537,0.00002317397,0.000006920152,0.00002297272,0.0007969138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2942111,"threshold_uncertainty_score":0.7105129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05125261787864543,"score_gpt":0.3428328921599706,"score_spread":0.2915802742813252,"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."}}