{"id":"W4413670938","doi":"10.64628/aam.e4a3un656","title":"Children and sleep: How much do they really need?","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sleep (system call); Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001174286,0.0003087858,0.0008036704,0.0006579034,0.0009433837,0.002474517,0.0003904555,0.001718333,0.009965743],"category_scores_gemma":[0.007550599,0.0002185823,0.0004688324,0.0008822801,0.002192278,0.003348844,0.001481014,0.003594306,0.001523765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001501107,"about_ca_system_score_gemma":0.003191891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01289071,"about_ca_topic_score_gemma":0.02528092,"domain_scores_codex":[0.999252,0.0003206932,0.0000327186,0.00006056002,0.0001864734,0.0001475222],"domain_scores_gemma":[0.9970059,0.001220442,0.0002735522,0.000121806,0.0004639114,0.0009143478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003508803,0.000154636,0.07628134,0.001858613,0.0003033808,0.001138665,0.01200198,0.0001286343,0.0006475347,0.02794628,0.4319184,0.4472696],"study_design_scores_gemma":[0.0000885886,0.0001347372,0.2325603,0.006824913,0.0002685824,0.004013357,0.04560164,0.0001781898,0.0002556533,0.09600409,0.6139562,0.0001136801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03423942,0.4040923,0.001053921,0.5077659,0.008568299,0.00002881177,0.0009142278,0.0000745784,0.04326261],"genre_scores_gemma":[0.4708022,0.4148129,0.00324388,0.06587424,0.01658226,0.0001484605,0.00096764,0.0002312212,0.02733719],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01289071,"threshold_uncertainty_score":0.03333873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01358435301928132,"score_gpt":0.2820172567384472,"score_spread":0.2684329037191659,"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."}}