{"id":"W2751383966","doi":"10.5430/ijhe.v6n5p14","title":"Sleep Practices of University Students Living in Residence","year":2017,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"Sleep and related disorders","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Residence; Sleep (system call); Active listening; Psychology; Medical education; Reading (process); Gerontology; Medicine; Sociology; Computer science; Communication","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0003567188,0.00004366615,0.00007591788,0.0002270393,0.00003825942,0.00003971971,0.0007615092,0.00005494037,0.0006592585],"category_scores_gemma":[0.0002526558,0.00004200765,0.00004167984,0.0000381963,0.00004606551,0.0004523744,0.00004852287,0.0001510915,0.00001955609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007546257,"about_ca_system_score_gemma":0.00007726588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005488086,"about_ca_topic_score_gemma":0.00003608968,"domain_scores_codex":[0.9992695,0.00009514726,0.0002159334,0.00007360578,0.0002880275,0.00005778739],"domain_scores_gemma":[0.997885,0.0001544685,0.001474041,0.0001343645,0.0003241503,0.00002790607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002302473,0.001013088,0.9810154,0.000002603442,0.0003104406,0.00003273218,0.002359534,0.00001939082,0.0001437695,0.003497262,0.001850653,0.009524884],"study_design_scores_gemma":[0.0005165948,0.00003646526,0.992209,0.0001467196,0.00003542429,0.00002070194,0.001682658,0.000001521587,0.00002233227,0.0004299175,0.004859244,0.00003944258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715309,0.0005863655,0.00001446729,0.002557596,0.006093641,0.00003425918,6.696894e-7,0.000001947144,0.01918012],"genre_scores_gemma":[0.99485,0.0001162505,0.0001079657,0.00005368827,0.0002039294,2.988597e-7,5.337968e-7,0.000003782497,0.004663491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02331912,"threshold_uncertainty_score":0.7218418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02680797985783604,"score_gpt":0.4116886475251743,"score_spread":0.3848806676673382,"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."}}