{"id":"W4416694564","doi":"10.4018/jgim.394260","title":"Importance of Technology–Job Fit on the Sustained Use of E-Government","year":2025,"lang":"ng","type":"article","venue":"Journal of Global Information Management","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; McGill University","funders":"","keywords":"Cognitive reframing; Enthusiasm; Relevance (law); Government (linguistics); Task (project management); Work (physics); Quality (philosophy); Test (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001512471,0.0001499265,0.0002938808,0.0001352737,0.0001610482,0.000145955,0.0007931897,0.0001019975,0.0001516632],"category_scores_gemma":[0.0002515956,0.0001064035,0.0001787718,0.001360712,0.0002302759,0.001445334,0.000258177,0.000160127,0.000008255386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008838224,"about_ca_system_score_gemma":0.0001258849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001187872,"about_ca_topic_score_gemma":0.0001257497,"domain_scores_codex":[0.9966387,0.00007735794,0.001298824,0.00007320647,0.00167626,0.0002357075],"domain_scores_gemma":[0.9967759,0.0001298187,0.002376911,0.0002815893,0.0003879516,0.00004785194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002300845,0.0001362893,0.07178114,0.0003150154,0.0005498602,0.000003325162,0.0009401515,0.0004876651,0.000002087526,0.8668577,0.04237378,0.01632288],"study_design_scores_gemma":[0.001665091,0.0005404646,0.1497533,0.001188281,0.0004241728,0.000001685451,0.1931356,0.0006801997,0.0001833508,0.01007676,0.6420941,0.0002569169],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6779898,0.000320349,0.0008286145,0.07372589,0.001220993,0.0009483986,0.0001230181,0.0000169378,0.244826],"genre_scores_gemma":[0.9953573,0.0007780337,0.0004297527,0.00189216,0.00003976489,0.000003867707,0.000001119176,0.000002181713,0.0014958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8567809,"threshold_uncertainty_score":0.433901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510649921809053,"score_gpt":0.2776193051164605,"score_spread":0.26251280589837,"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."}}