{"id":"W7065573257","doi":"","title":"ERIC ED545250: TIMSS 2015 Assessment Frameworks","year":2013,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; International comparisons; Achievement test; Comparative education; Developing country; Educational assessment; International education","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03370728,0.001475431,0.001250428,0.01017675,0.00220245,0.01307393,0.004514751,0.003246095,0.3350205],"category_scores_gemma":[0.0755046,0.001253042,0.00100368,0.008234956,0.001163728,0.009829387,0.007551264,0.002799561,0.3472193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008282232,"about_ca_system_score_gemma":0.01637533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02424903,"about_ca_topic_score_gemma":0.01892874,"domain_scores_codex":[0.9740869,0.008175604,0.003384869,0.001345203,0.01146653,0.001540855],"domain_scores_gemma":[0.9483734,0.006931004,0.001868185,0.006057497,0.03395024,0.002819618],"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":[0.00006836439,0.00007936718,0.0007563045,0.0001593888,0.00000530137,0.0000267966,0.0003884046,0.0005098765,0.0001475642,0.02970539,0.8703026,0.09785067],"study_design_scores_gemma":[0.00001275971,0.00001954592,0.001007514,0.0003886202,0.00000247001,0.00003254425,0.0001815044,0.0007139386,0.0002195167,0.004641905,0.9927506,0.00002902197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002042905,0.001103133,0.06093544,0.007433932,0.001494791,0.002708162,0.05475697,0.0226141,0.8469105],"genre_scores_gemma":[0.02453434,0.001975653,0.08291042,0.00285935,0.0007242896,0.005892036,0.08323546,0.01248266,0.7853858],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3350205,"threshold_uncertainty_score":0.9485125,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005309148827603461,"score_gpt":0.219365622430977,"score_spread":0.2140564736033735,"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."}}