{"id":"W4405308679","doi":"10.5539/jel.v14n2p269","title":"Development of a Model of Individual and Contextual Factors Affecting Instructors’ ICT Literacy for Private Universities in Hunan Province of China","year":2024,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Literacy; China; Psychology; Pedagogy; Medical education; Sociology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001389604,0.0007093509,0.0003242615,0.00227619,0.001704577,0.00289574,0.00170527,0.0008111456,0.003758223],"category_scores_gemma":[0.002441067,0.0003798753,0.0006809368,0.001781734,0.001329372,0.002124838,0.001728967,0.0007749227,0.0003257391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00645597,"about_ca_system_score_gemma":0.01609119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1022159,"about_ca_topic_score_gemma":0.09940507,"domain_scores_codex":[0.9992311,0.0003259414,0.00003095443,0.0001578746,0.0001134034,0.0001406826],"domain_scores_gemma":[0.9988182,0.0005294855,0.0001611804,0.00005744806,0.0002616777,0.0001719084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002213572,0.001449383,0.5252259,0.0006128182,0.0002283366,0.002291784,0.05587723,0.1022038,0.002782231,0.1935761,0.005003535,0.1105276],"study_design_scores_gemma":[0.00014905,0.0005282975,0.1901896,0.0006807398,0.0004136731,0.000440333,0.06066326,0.6695909,0.001142645,0.05256516,0.02347294,0.0001634634],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8842026,0.0003437087,0.06446205,0.003142889,0.00005984319,0.000692438,0.000658847,0.0002330316,0.04620457],"genre_scores_gemma":[0.9873656,0.0001653483,0.009768531,0.00004267119,0.000004419422,0.0003085042,0.0001615318,0.0000064663,0.002176928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1022159,"threshold_uncertainty_score":0.2032419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.025517919942276,"score_gpt":0.3392918855839007,"score_spread":0.3137739656416247,"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."}}