{"id":"W4402843328","doi":"10.5267/j.dsl.2024.8.002","title":"Investigating the adoption of digital Library by postgraduate students in Jordan: An Enhanced of UTAUT Model","year":2024,"lang":"en","type":"article","venue":"Decision Science Letters","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Digital library; Mathematics education; Knowledge management; Computer science; Psychology; Engineering management; Business; Engineering","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":[0.003000954,0.0001494124,0.0002509183,0.001023358,0.0001336625,0.0007797736,0.002907525,0.00007737771,0.00002563517],"category_scores_gemma":[0.001244924,0.00009326907,0.00009084201,0.004221907,0.001334416,0.003416001,0.0005216679,0.0002888751,0.00005680891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003249359,"about_ca_system_score_gemma":0.0001304971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005060353,"about_ca_topic_score_gemma":0.000002409999,"domain_scores_codex":[0.9951243,0.00007920271,0.0009699661,0.0006889441,0.002849037,0.0002885159],"domain_scores_gemma":[0.9980885,0.0006507592,0.0002571755,0.0007813218,0.0001140558,0.0001081281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005431448,0.0002833623,0.1800338,0.000008790519,0.000008107939,0.0000207584,0.004133057,0.01022475,0.5959918,0.003291594,0.01075592,0.1951937],"study_design_scores_gemma":[0.001380402,0.0003940019,0.3304324,0.000651537,0.00002888887,0.00004485709,0.005387491,0.3583758,0.1429888,0.1584571,0.0009797546,0.0008789879],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781293,0.00005707592,0.01682051,0.004395772,0.0002374953,0.0001781214,0.00005653565,0.0000648989,0.00006035016],"genre_scores_gemma":[0.9952793,0.000008917583,0.0037378,0.000871141,0.000008701254,0.000007245101,0.000004957655,0.00001096414,0.00007093605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4530031,"threshold_uncertainty_score":0.7519375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0716977043112026,"score_gpt":0.3822880522649945,"score_spread":0.3105903479537919,"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."}}