{"id":"W1536744638","doi":"10.1023/a:1007161132273","title":"The Cognitive Domain of the Quality of Life of University Students: A Re-Analyses of an Instrument","year":2001,"lang":"en","type":"article","venue":"Social Indicators Research","topic":"Qualitative Research Methods and Applications","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Hebrew University of Jerusalem","keywords":"Conceptualization; Taxonomy (biology); Guttman scale; Psychology; Quality of Life Research; Comprehension; Cognition; Public health; Computer science; Medicine; Artificial intelligence; Developmental psychology","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":[0.01610917,0.0004454014,0.0008518777,0.003970333,0.002064465,0.001896374,0.0009508419,0.0003723499,0.001456887],"category_scores_gemma":[0.03901758,0.0002982026,0.002070526,0.004385486,0.001848524,0.001263641,0.003323096,0.001310482,0.0001981426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004656193,"about_ca_system_score_gemma":0.006810992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02383198,"about_ca_topic_score_gemma":0.02564008,"domain_scores_codex":[0.9936439,0.003332809,0.0008390328,0.000432337,0.001284729,0.0004672554],"domain_scores_gemma":[0.970499,0.01329748,0.00182575,0.004018957,0.009710658,0.0006481587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008669004,0.0009212292,0.5877334,0.001064861,0.0004673392,0.000201604,0.2014257,0.0007580912,0.004241532,0.002835026,0.00195386,0.1975305],"study_design_scores_gemma":[0.00004753482,0.0006365016,0.8779373,0.0002223543,0.0003213085,0.0001037274,0.1081866,0.0008210336,0.00334787,0.00112361,0.007185842,0.00006631468],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943748,0.0002291991,0.001819481,0.0001725643,0.00003882779,0.0004034759,0.0006165912,0.00000901239,0.002336096],"genre_scores_gemma":[0.994985,0.0002053386,0.002657708,0.00006144521,0.00001065871,0.0007220215,0.0005709152,0.00001805012,0.000768869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02383198,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5173406488160002,"score_gpt":0.6596260564803946,"score_spread":0.1422854076643945,"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."}}