{"id":"W4382204973","doi":"10.33480/pilar.v19i1.3948","title":"EVALUATION OF USER SATISFACTION USING THE PIECES FRAMEWORK IN THE TEMAN BUS APPLICATION","year":2023,"lang":"en","type":"article","venue":"Jurnal Pilar Nusa Mandiri","topic":"Consumer Behavior and Marketing Influence","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Christian ministry; Public transport; Control (management); Service (business); Computer science; Transport engineering; Business; Engineering; Marketing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005036199,0.0002994547,0.0003788079,0.001192988,0.0006451494,0.001246806,0.0002476717,0.0003254085,0.002564674],"category_scores_gemma":[0.01116198,0.000160465,0.0006347431,0.001021903,0.0004830141,0.0007718928,0.0008650948,0.0005021318,0.000397945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005865353,"about_ca_system_score_gemma":0.0004336253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002350484,"about_ca_topic_score_gemma":0.003022559,"domain_scores_codex":[0.9953028,0.002606969,0.0003512057,0.0001764123,0.001255912,0.0003066754],"domain_scores_gemma":[0.9899964,0.004930385,0.0009945807,0.00045574,0.002951582,0.000671341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002205753,0.003652054,0.7819409,0.0005093858,0.0001687472,0.0004412913,0.03339129,0.001468943,0.01341816,0.0008985927,0.001956948,0.1599479],"study_design_scores_gemma":[0.00004855989,0.005170631,0.9416267,0.00008780189,0.0001179462,0.0002008311,0.03417898,0.008532049,0.006005357,0.0001942557,0.003741458,0.00009539444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975721,0.00001377921,0.0005560508,0.00003610837,0.000003573495,0.00007031552,0.00005083208,0.00001708322,0.001680249],"genre_scores_gemma":[0.9979868,0.00002567906,0.001182734,0.0000181191,0.000003088016,0.00009457194,0.0000918631,0.000005658445,0.00059138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005036199,"threshold_uncertainty_score":0.02663434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06426803302593836,"score_gpt":0.3321209429254066,"score_spread":0.2678529098994682,"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."}}