{"id":"W7160613595","doi":"10.25959/29133215","title":"Understanding and assessing health literacy development in primary school children","year":2024,"lang":"","type":"dissertation","venue":"University of Tasmania","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health literacy; Literacy; Health education; Curriculum; Health promotion; Public health; Health equity; Health policy","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003275553,0.0004617836,0.001002741,0.001298403,0.001835008,0.0001461424,0.0004008656,0.0006814756,0.0007943589],"category_scores_gemma":[0.0001294538,0.0005506101,0.0001066029,0.0007784338,0.0001234029,0.002864587,0.0003297308,0.002346438,0.0001785863],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004903861,"about_ca_system_score_gemma":0.007874361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001859937,"about_ca_topic_score_gemma":0.001219259,"domain_scores_codex":[0.9946169,0.0008539887,0.002434068,0.0007519793,0.000541509,0.0008015434],"domain_scores_gemma":[0.9963818,0.0003354817,0.002013213,0.0003901695,0.00030222,0.0005771515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006665,0.0004146929,0.475696,0.06080815,0.0002245158,0.00002269599,0.3716563,0.0000176875,0.00001551578,0.002018931,0.003691186,0.08476783],"study_design_scores_gemma":[0.001821059,0.00008461875,0.8986743,0.02099825,0.00005650857,0.000003824322,0.06629304,0.002200083,0.000003889949,0.0003336732,0.008976673,0.000554088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804453,0.001880756,0.004154528,0.0007555602,0.001001737,0.002282958,0.0001278862,0.00008586051,0.009265376],"genre_scores_gemma":[0.972838,0.002008847,0.01660614,0.001326323,0.00009526367,0.000002415485,0.003284372,0.0000534198,0.003785208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4229783,"threshold_uncertainty_score":0.9999552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07703358305991102,"score_gpt":0.3848809958025547,"score_spread":0.3078474127426437,"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."}}