{"id":"W2352133718","doi":"","title":"On initiative consciousness of women teachers in universities in respect of their participation","year":2002,"lang":"en","type":"article","venue":"Journal of Henan Vocation-Technical Teachers University","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Status quo; Consciousness; Statistic; China; Political science; Center (category theory); Psychology; Gender studies; Medical education; Sociology; Pedagogy; Medicine; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.001378388,0.00007731377,0.0002553875,0.0006964332,0.00008331988,0.000004300411,0.000323734,0.0001758906,0.0000704885],"category_scores_gemma":[0.0004432909,0.00007947086,0.00006796386,0.0008112768,0.0005486975,0.0002398948,0.00002566721,0.000384272,0.000001094697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001872091,"about_ca_system_score_gemma":0.0003557348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004856452,"about_ca_topic_score_gemma":0.001189347,"domain_scores_codex":[0.9986036,0.0005048856,0.0003288228,0.0001094943,0.0002470947,0.0002060706],"domain_scores_gemma":[0.9987518,0.0004285561,0.0004417719,0.000125605,0.0001823332,0.0000699119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002484197,0.00186749,0.1320526,0.00001993672,0.00008380056,0.00002673457,0.7964329,0.0005687456,0.00109095,0.05881602,0.0003572623,0.008435208],"study_design_scores_gemma":[0.001598159,0.0004777221,0.2050726,0.000147187,0.00003064497,0.000002442553,0.7812613,0.00003883668,0.0009968701,0.009259144,0.0009477168,0.0001673697],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900876,0.00003956422,0.0001245799,0.001297401,0.00006101055,0.0001184724,0.000002597093,0.00001323366,0.008255563],"genre_scores_gemma":[0.9995536,0.0001154521,0.0001744237,0.00001674442,0.00001296824,5.128342e-7,7.087831e-7,0.000003607745,0.0001219615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07302006,"threshold_uncertainty_score":0.4895453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0435577088227075,"score_gpt":0.3062677399165238,"score_spread":0.2627100310938164,"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."}}