{"id":"W7099778533","doi":"","title":"Draft for Discussion","year":2005,"lang":"en","type":"article","venue":"","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Attendance; Student achievement; Sample (material); Affect (linguistics); Key (lock); Academic achievement","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005922379,0.0000548636,0.00005561227,0.00002760529,0.00004670238,0.000007238945,0.0000662203,0.00008911705,0.006109929],"category_scores_gemma":[0.000006786384,0.00002976089,0.00004795978,0.00005077196,0.00001298307,0.00003536737,0.000009016343,0.00005604557,0.001764231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008604138,"about_ca_system_score_gemma":0.000003107631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009968327,"about_ca_topic_score_gemma":0.0000219442,"domain_scores_codex":[0.9995649,0.0000120254,0.00009540898,0.000131287,0.00003735747,0.0001589666],"domain_scores_gemma":[0.9997388,0.00003747829,0.00001603722,0.0001547917,0.00001088311,0.00004198243],"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":[0.00004646225,0.0001256764,0.001649991,5.538944e-7,0.0000420494,9.409533e-7,0.001032943,0.000009285433,0.00007851339,0.05373273,0.2743792,0.6689017],"study_design_scores_gemma":[0.00314436,0.0001857409,0.004556186,0.00004328861,0.00005265755,0.000003766376,0.0009931214,0.0001529012,0.001297063,0.0006161793,0.9886099,0.0003448757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04910454,0.0003728769,0.03389075,0.0288174,0.001730149,0.0005595007,0.000007997725,0.0003582818,0.8851585],"genre_scores_gemma":[0.9509326,0.000001803775,0.002856068,0.0009312302,0.0002991731,0.00004314161,0.000009210781,0.00001229464,0.04491444],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9018281,"threshold_uncertainty_score":0.999013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02292757234810184,"score_gpt":0.3376902945282185,"score_spread":0.3147627221801167,"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."}}