{"id":"W4320736607","doi":"10.22271/23957476.2023.v9.i1b.1411","title":"Perception of college going youth regarding sleep schedule","year":2023,"lang":"en","type":"article","venue":"International Journal of Home Science","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nap; Graduation (instrument); Psychology; Sleep (system call); Quarter (Canadian coin); Perception; Schedule; Morning; Medical education; Demography; Medicine; Engineering; Social psychology; Geography; Management; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002997312,0.0001458179,0.0001860989,0.0004181929,0.0003102524,0.0005910813,0.0001398684,0.000257466,0.002179684],"category_scores_gemma":[0.001335681,0.0001087629,0.000173291,0.000259355,0.0001723394,0.0002138482,0.0002864384,0.0004286418,0.0002207604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001184444,"about_ca_system_score_gemma":0.0001526596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004122543,"about_ca_topic_score_gemma":0.006771041,"domain_scores_codex":[0.9997877,0.00003947528,0.00002457479,0.00002138919,0.00006922783,0.00005756187],"domain_scores_gemma":[0.9988583,0.0001073059,0.0004118659,0.00003483989,0.0001836911,0.0004039015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009505218,0.0001579937,0.9855533,0.00003196811,0.00001790599,0.0002405796,0.00282074,0.00001914932,0.00209195,0.00003604596,0.0002164941,0.00871874],"study_design_scores_gemma":[0.000002143636,0.0002864297,0.9914574,0.00001063582,0.000008860473,0.0003041394,0.007369936,0.00003855479,0.0001100859,0.00001330692,0.0003941043,0.000004482402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993748,0.00005620437,0.00002199415,0.00003029235,0.000005576494,0.000004653712,0.00003800013,0.000001877994,0.0004664944],"genre_scores_gemma":[0.999517,0.00009043825,0.00003125743,0.00002949841,0.000004108999,0.00000238018,0.00005324481,7.408104e-7,0.0002714236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004122543,"threshold_uncertainty_score":0.008197129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245829546197879,"score_gpt":0.3255812311786971,"score_spread":0.3031229357167183,"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."}}