{"id":"W4412533375","doi":"10.5267/j.ijdns.2024.8.020","title":"The impact of digital teaching materials on educational engagement and outcomes in science education: The mediating role of technology integration an empirical analysis of private universities in Jordan","year":2025,"lang":"en","type":"article","venue":"International Journal of Data and Network Science","topic":"Technology-Enhanced Education Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Political science; Psychology","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":[0.003760696,0.0000518821,0.0001645099,0.001036507,0.0003159924,0.00009904683,0.001293952,0.00002357324,0.000003281336],"category_scores_gemma":[0.00157315,0.00003187104,0.00001956056,0.00173418,0.00217433,0.0009204278,0.0003349457,0.0001382757,2.384699e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002286782,"about_ca_system_score_gemma":0.001949281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002681624,"about_ca_topic_score_gemma":0.0003608704,"domain_scores_codex":[0.9988338,0.00008236263,0.0003970955,0.0001379877,0.0004331844,0.0001155478],"domain_scores_gemma":[0.9983288,0.0006282866,0.0004581141,0.0001729328,0.0003905976,0.0000212483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003817121,0.0001671968,0.8174412,0.000001615674,0.0001224087,1.267671e-7,0.01290146,0.0006189162,0.002455258,0.1156095,0.00006880119,0.05057535],"study_design_scores_gemma":[0.0001063016,0.00006251458,0.9199867,0.00009649414,0.00002865349,9.419673e-7,0.06042189,0.0006855513,0.0008120735,0.01762891,0.0001278747,0.00004204935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938929,0.0001602193,0.00005636307,0.005253223,0.0002169015,0.0000645229,0.00002161535,0.000002404393,0.0003318272],"genre_scores_gemma":[0.9991248,0.0001610104,0.0006402169,0.00001710816,0.00003166322,0.000001382885,0.000003563576,8.260283e-7,0.0000194715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1025456,"threshold_uncertainty_score":0.8011408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0279226331997569,"score_gpt":0.4376965342937719,"score_spread":0.409773901094015,"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."}}