{"id":"W4286202947","doi":"10.1016/j.sleep.2022.05.210","title":"Determinants of unhealthy sleep practices among Belgian university students: An application of the Theory of Planned Behavior","year":2022,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Theory of planned behavior; Psychology; Sleep (system call); Developmental psychology; Gerontology; Medicine; Economics; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008708712,0.000102741,0.0002673257,0.0001558839,0.0001426991,7.552636e-7,0.000655635,0.00008695833,0.0005410095],"category_scores_gemma":[0.0000706836,0.00007643081,0.00005527171,0.0004550008,0.0004433533,0.00006608876,0.0001335832,0.0002559147,0.000001846157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003549748,"about_ca_system_score_gemma":0.00002243638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001470581,"about_ca_topic_score_gemma":0.0002617365,"domain_scores_codex":[0.9981843,0.0006169914,0.0003723203,0.0002271971,0.0004394025,0.0001597613],"domain_scores_gemma":[0.9979005,0.0001908688,0.001212435,0.0005571654,0.00007636542,0.00006260334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000878263,0.001516154,0.9600553,0.00003493414,0.0001961895,0.000009385385,0.009155604,0.00003080043,0.000451545,0.001144215,0.000101631,0.02642598],"study_design_scores_gemma":[0.003501862,0.001446171,0.9184891,0.00003327475,0.0008334844,0.000008870466,0.07462991,0.00007952248,0.0001909004,0.0001479309,0.0005463632,0.00009260992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964552,0.0004064984,0.00006221957,0.0002080709,0.0005440819,0.0006276082,0.00003153404,0.00001525398,0.001649557],"genre_scores_gemma":[0.9996046,0.00002562301,0.00001028331,0.00007046381,0.00002361173,0.00001917532,0.00002078268,0.00001264701,0.0002127904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0654743,"threshold_uncertainty_score":0.5923675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01856165171144114,"score_gpt":0.334343733860493,"score_spread":0.3157820821490519,"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."}}