{"id":"W3130452215","doi":"10.14434/do.v14i1.31811","title":"Understanding Sleep States","year":2021,"lang":"en","type":"article","venue":"Developmental Observer","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Stollery Children's Hospital","funders":"","keywords":"Sleep (system call); Medicine; 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":[0.0007076481,0.0002666479,0.0001129729,0.0007215061,0.0007802035,0.002518509,0.0004590616,0.0005392943,0.005750085],"category_scores_gemma":[0.002435093,0.000184552,0.0002015813,0.0003149122,0.002823226,0.003968849,0.001580891,0.001376139,0.0006374952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001224882,"about_ca_system_score_gemma":0.001139006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006985567,"about_ca_topic_score_gemma":0.008679074,"domain_scores_codex":[0.9997786,0.00006702101,0.0000123638,0.0000729578,0.00003935437,0.00002969176],"domain_scores_gemma":[0.9991073,0.0003181309,0.0001115556,0.0001336955,0.0002124073,0.0001169042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003983373,0.00001892215,0.008899286,0.0001014716,0.000007344898,0.0002471304,0.0131998,0.0003843813,0.006263016,0.8499315,0.005896405,0.1150109],"study_design_scores_gemma":[0.000009179272,0.00007883061,0.04798453,0.000398688,0.00003428887,0.0008999026,0.01797298,0.004758444,0.008488116,0.5751114,0.3442072,0.0000564613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.198662,0.01534062,0.2506964,0.02381447,0.001162875,0.00009001527,0.0008470512,0.0006542028,0.5087324],"genre_scores_gemma":[0.915834,0.006325352,0.03469068,0.0009492676,0.0002152868,0.00005370433,0.0002985599,0.0001795167,0.04145363],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.006985567,"threshold_uncertainty_score":0.01923597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3175804310863246,"score_gpt":0.3108620484953625,"score_spread":0.006718382590962135,"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."}}