{"id":"W1905294269","doi":"10.3968/j.css.1923669720050101.006","title":"Maturation Effect or Generation Effect: Empirical Evidence from China","year":2009,"lang":"en","type":"article","venue":"Canadian social science","topic":"Education, Sociology, Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Hofstede's cultural dimensions theory; China; Ethnology; Political science; Sociology; Philosophy; Social science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.003653452,0.0001428765,0.0002067497,0.0001528126,0.005139116,0.0003103414,0.0008332288,0.0001695376,0.000176215],"category_scores_gemma":[0.005148667,0.0001256455,0.0000592149,0.001398079,0.001813371,0.000822362,0.00003409359,0.0002219026,0.00008043488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001495956,"about_ca_system_score_gemma":0.001981373,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06035823,"about_ca_topic_score_gemma":0.1562269,"domain_scores_codex":[0.9971644,0.001110436,0.0002091341,0.0004033286,0.0005453954,0.0005672616],"domain_scores_gemma":[0.9981935,0.0007855934,0.0001172482,0.0002851936,0.0002270543,0.0003913929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007489752,0.00007439178,0.319578,0.00001184392,0.00003848168,0.000009978801,0.3805031,0.000005519439,0.0118451,0.02442304,0.09186944,0.1715662],"study_design_scores_gemma":[0.0002558054,0.0002594716,0.9481078,0.00004455799,0.00004275496,9.402939e-7,0.008836434,0.00010989,0.0006979416,0.000874176,0.04030402,0.0004661505],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9261616,0.000417749,0.00007245962,0.03610192,0.001198054,0.0005510861,0.000009659571,0.00009895791,0.03538845],"genre_scores_gemma":[0.996291,0.0001369047,0.0002982694,0.001104056,0.001776094,0.00004082945,0.00001339273,0.000005549675,0.0003338835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6285298,"threshold_uncertainty_score":0.996156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1536939276313766,"score_gpt":0.4650393424778964,"score_spread":0.3113454148465198,"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."}}