{"id":"W6889633344","doi":"10.25946/21454098","title":"Examination of low scoring nine year old respondents in the IEA reading literacy study from English speaking countries","year":2022,"lang":"en","type":"dissertation","venue":"Central Queensland University","topic":"Reading and Literacy Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Literacy; Sample (material); Rasch model; Set (abstract data type); Data collection; Multivariate analysis; Mandarin Chinese","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002416714,0.0002977279,0.000506768,0.002362909,0.0008123473,0.001618586,0.0004574496,0.0005903831,0.001169401],"category_scores_gemma":[0.0105042,0.0003229463,0.000359979,0.001552859,0.0008115646,0.0006710891,0.001393851,0.000969353,0.0006619781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003576009,"about_ca_system_score_gemma":0.0004066747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008366991,"about_ca_topic_score_gemma":0.01158456,"domain_scores_codex":[0.9986964,0.0004427524,0.0002180598,0.0001194237,0.0002982423,0.0002251354],"domain_scores_gemma":[0.9945957,0.001278489,0.001603048,0.0003111072,0.001452366,0.0007592842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004053031,0.00008453996,0.98713,0.00002335268,0.0000135363,0.000203722,0.009373111,0.00001272012,0.0006160824,0.00004359957,0.0001322365,0.002326631],"study_design_scores_gemma":[0.000001521943,0.00011798,0.9881125,0.00001227738,0.000006038248,0.0001879157,0.01105929,0.00003786249,0.0001214698,0.00001609286,0.0003219518,0.000005208612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993665,0.00002593834,0.00003288954,0.00002215636,0.000002821309,0.00001035762,0.00008351443,0.00000101723,0.0004548578],"genre_scores_gemma":[0.9991214,0.0000522915,0.00006257339,0.00004450386,0.000003029887,0.00003172099,0.0002863667,0.00000224736,0.0003959335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008366991,"threshold_uncertainty_score":0.01663661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018472381564438,"score_gpt":0.2686704198706164,"score_spread":0.258485696054972,"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."}}