{"id":"W4410898168","doi":"10.5267/j.dsl.2025.3.005","title":"Determinants of student satisfaction based on website information quality","year":2025,"lang":"en","type":"article","venue":"Decision Science Letters","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Information quality; Business; Psychology; Marketing; Knowledge management; Computer science; Information system; Political science","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":[0.001014463,0.0001460606,0.0002805103,0.0008100017,0.0002969783,0.001174279,0.0001963966,0.0003271764,0.005036945],"category_scores_gemma":[0.00546649,0.0001141405,0.0004699505,0.001105094,0.0003409349,0.000303969,0.0004762865,0.0005662245,0.0005340528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003301266,"about_ca_system_score_gemma":0.0003861194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002922517,"about_ca_topic_score_gemma":0.002891843,"domain_scores_codex":[0.9989948,0.0003673685,0.00008063069,0.00007799649,0.0002467904,0.0002325451],"domain_scores_gemma":[0.9940516,0.002460202,0.001425233,0.0002249446,0.000873417,0.0009645162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000060316,0.0001664002,0.995591,0.000006643234,0.00001942913,0.00002169242,0.0002964565,0.00009671893,0.0001929495,0.00005423796,0.00007617591,0.003417882],"study_design_scores_gemma":[0.000002109885,0.0001045583,0.998347,0.000003685658,0.000008757901,0.00001923873,0.0006656249,0.0006233366,0.0001106086,0.00002531487,0.00008708334,0.000002559133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993426,0.00001218352,0.0000753645,0.00003305964,0.000001313242,0.000003882595,0.00004499833,0.00000226473,0.0004844026],"genre_scores_gemma":[0.9997209,0.000008937741,0.00002958155,0.000005349096,0.000001420037,0.000003023516,0.00004876917,8.277974e-7,0.0001813014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005036945,"threshold_uncertainty_score":0.01685029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08206115771026147,"score_gpt":0.4563058134546999,"score_spread":0.3742446557444384,"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."}}