{"id":"W4307369384","doi":"10.5539/mas.v16n4p11","title":"Students of Palestine Technical University Khadoori Awareness of “University Education Democracy” Concept","year":2022,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Democracy; Academic year; Palestine; Residence; Population; Medical education; Psychology; Sample (material); Higher education; Sociology; Pedagogy; Mathematics education; Political science; Medicine","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":[0.000916085,0.00005185578,0.0001175992,0.00009958227,0.001006636,0.000008438664,0.0009024294,0.0000342071,0.0001556718],"category_scores_gemma":[0.0001377264,0.00005719331,0.00003011829,0.0009479203,0.001779567,0.0001109498,0.0003094363,0.0001127317,0.000002371879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000293476,"about_ca_system_score_gemma":0.001553963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001623028,"about_ca_topic_score_gemma":0.0000788254,"domain_scores_codex":[0.9986125,0.0001272186,0.0001110049,0.0002327489,0.0007038229,0.0002127311],"domain_scores_gemma":[0.9993339,0.0001290223,0.0001157157,0.0001502197,0.0001520291,0.0001191839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001109597,0.001180741,0.04219249,0.0000170698,0.000004801002,0.000001440867,0.01157817,0.0003087067,0.04407259,0.8890978,0.0002480502,0.01118723],"study_design_scores_gemma":[0.001282471,0.0003370004,0.7389858,0.00003429005,0.0001051695,0.000003877707,0.0919844,0.001772114,0.006680181,0.1278067,0.03023665,0.0007713496],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672101,0.000009395328,0.003811109,0.0007187893,0.0001838392,0.0002198521,0.00001505526,0.0000316703,0.02780023],"genre_scores_gemma":[0.9983519,0.000004050754,0.0005322143,0.00005787415,0.00002134838,0.000001038408,0.000003592513,0.000001615164,0.001026376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.761291,"threshold_uncertainty_score":0.7742334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02110974227336149,"score_gpt":0.313679563124637,"score_spread":0.2925698208512755,"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."}}