{"id":"W2055778405","doi":"10.1111/acer.12708","title":"Alcohol and Sleep Review: Sound Statistics and Valid Conclusions","year":2015,"lang":"en","type":"letter","venue":"Alcoholism Clinical and Experimental Research","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Neuropsychiatry; Psychology; Psychiatry; Library science; 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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004229886,0.0005195677,0.001122475,0.000295171,0.0009338776,0.0004762149,0.000693062,0.0008999722,0.0003568857],"category_scores_gemma":[0.00684918,0.0004212951,0.0001180072,0.0004092836,0.005222878,0.0002371533,0.003072962,0.005036687,0.0002142951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006988108,"about_ca_system_score_gemma":0.0002278173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001844917,"about_ca_topic_score_gemma":0.000004239019,"domain_scores_codex":[0.9904846,0.002718449,0.001014489,0.001826425,0.002603953,0.001352094],"domain_scores_gemma":[0.9906211,0.007122573,0.000152907,0.0007769559,0.00034293,0.0009835475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001073915,0.0001651614,0.0002790672,0.0004559896,0.00004484662,0.0009568802,0.0002194007,3.54778e-8,0.0008489832,0.0006741188,0.9865448,0.009703273],"study_design_scores_gemma":[0.002637137,0.001046922,0.0001154867,0.0006685226,0.00008029278,0.0002836017,0.0001908928,0.0001915629,0.004071599,0.00931628,0.9806157,0.0007819625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1271697,0.2212039,0.00005307886,0.6251245,0.002242577,0.006339421,0.002192137,0.0002301324,0.01544447],"genre_scores_gemma":[0.1530447,0.1638164,0.0005303458,0.6660868,0.005758408,0.0008083161,0.0003427015,0.0003047032,0.009307611],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05738751,"threshold_uncertainty_score":0.9998239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.414839245996142,"score_gpt":0.5405487908208868,"score_spread":0.1257095448247448,"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."}}