{"id":"W7056423136","doi":"","title":"ERIC ED545243: TEDS-M Encyclopedia: A Guide to Teacher Education Context, Structure, and Quality Assurance in 17 Countries. Findings from the IEA Teacher Education and Development Study in Mathematics (TEDS-M)","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":"Teacher education; Context (archaeology); Encyclopedia; Professional development; Reform mathematics; Resource (disambiguation); Quality (philosophy); Connected Mathematics; Faculty development","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":[0.003328489,0.00278421,0.00196088,0.0112192,0.0009035225,0.004931158,0.002378955,0.001661731,0.1843385],"category_scores_gemma":[0.01164044,0.001419432,0.0007030398,0.01731637,0.0009755256,0.007336299,0.004056031,0.002879514,0.1783014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001329049,"about_ca_system_score_gemma":0.003687904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004770162,"about_ca_topic_score_gemma":0.007785058,"domain_scores_codex":[0.9969302,0.001085161,0.0007972744,0.000263144,0.0007512534,0.000173027],"domain_scores_gemma":[0.992197,0.003620599,0.0008650703,0.0007522061,0.002015364,0.0005497211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002797307,0.00003875588,0.000256934,0.0004037682,0.000005414833,0.00003492621,0.000202924,0.0002323389,0.0003924679,0.001226149,0.9097257,0.08745267],"study_design_scores_gemma":[0.000007603224,0.00002070215,0.0008466662,0.0006340491,0.000002134832,0.0001125806,0.0002081714,0.0001296535,0.0001080781,0.0006086081,0.99731,0.00001171702],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00462955,0.06765036,0.09880931,0.01324995,0.01355551,0.005020646,0.1764943,0.04621523,0.5743753],"genre_scores_gemma":[0.01098869,0.06495517,0.1503886,0.01016115,0.003039851,0.008630186,0.1352198,0.02512196,0.5914947],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1843385,"threshold_uncertainty_score":0.6166737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007624883143609766,"score_gpt":0.2394088366785531,"score_spread":0.2317839535349434,"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."}}