{"id":"W7083429319","doi":"10.5281/zenodo.17211418","title":"Paediatric Sleep Education Package - Swahili Version","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Education, Psychology, and Social Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Swahili; Sleep (system call); Sleep hygiene; Literacy; Pillar; Tanzania; Health literacy","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001941342,0.00009731766,0.0001090735,0.0004209638,0.005962482,0.0006724889,0.0009853268,0.0001330321,0.0174954],"category_scores_gemma":[0.002915438,0.0001129765,0.00006067539,0.001584255,0.0004084191,0.0002948921,0.0003477037,0.0002931914,0.006854003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004280095,"about_ca_system_score_gemma":0.00007933333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003036532,"about_ca_topic_score_gemma":0.000009875261,"domain_scores_codex":[0.9974914,0.001041301,0.0001981636,0.0003637885,0.0004725504,0.0004327529],"domain_scores_gemma":[0.9983537,0.0001025921,0.00007024103,0.0003516171,0.0009154764,0.0002064047],"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":[0.00002361003,0.0002892805,0.0001227638,0.00002873091,0.00001954818,8.095741e-7,0.008307477,0.000001263407,0.0002245687,0.07572901,0.6285083,0.2867446],"study_design_scores_gemma":[0.0002089846,0.00004917245,0.004677012,0.00001467803,0.00001136339,0.000001121321,0.01105325,0.000006400845,0.00003391687,0.002670109,0.9811715,0.0001025028],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04671809,0.0004085017,0.0007307732,0.0110403,0.001058997,0.0005816479,0.00003690274,0.0005261803,0.9388986],"genre_scores_gemma":[0.9677577,0.001024601,0.0001274477,0.0005688756,0.000799649,2.148846e-7,0.0006486701,0.0003448435,0.02872797],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9210396,"threshold_uncertainty_score":0.9953316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0334133094315841,"score_gpt":0.3514884318482429,"score_spread":0.3180751224166588,"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."}}