{"id":"W6995460905","doi":"","title":"Official statistics : Child development outcomes at 2-2½
\\nyears (experimental statistics) : Quarter 4 2018/19 statistical commentary (July 2019)","year":2019,"lang":"en","type":"other","venue":"Digital Education Resource Archive (University College London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Official statistics; Statistical analysis; Child development; Data collection; Population statistics","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001732202,0.001267295,0.001262149,0.001670054,0.0008138431,0.0002242434,0.001213091,0.0003769802,0.004473297],"category_scores_gemma":[0.0001258176,0.00155275,0.0002346087,0.0005151018,0.0008323378,0.0004028311,0.00102943,0.0008482115,0.02283713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00237843,"about_ca_system_score_gemma":0.001859245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001501485,"about_ca_topic_score_gemma":0.002527295,"domain_scores_codex":[0.994551,0.000428201,0.0007501281,0.00159195,0.001493757,0.001184949],"domain_scores_gemma":[0.9958731,0.0008537674,0.0009370527,0.001170465,0.0001420961,0.001023549],"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":[0.0007645227,0.002045287,0.002193055,0.0001471358,0.0006388603,0.0001573878,0.002678859,0.00001490963,0.000007226638,0.006738225,0.9831278,0.001486696],"study_design_scores_gemma":[0.002899899,0.0002798932,0.008944643,0.0002547328,0.0002002646,0.0000464442,0.00543103,0.0001352508,0.000006458414,0.00009899083,0.9800591,0.001643326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002100244,0.0003038162,0.0225305,0.001238451,0.00174124,0.004142518,0.5607144,0.0007097477,0.4065191],"genre_scores_gemma":[0.0029897,0.00002129564,0.02414297,0.00200754,0.0004116108,0.0000277671,0.08578926,0.001335012,0.8832749],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4767558,"threshold_uncertainty_score":0.9986922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006144938830423963,"score_gpt":0.2234616102302808,"score_spread":0.2173166713998569,"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."}}