{"id":"W4415478713","doi":"10.12968/eyed.2025.24.18.5","title":"Student Q&A: ‘Gain experience’","year":2025,"lang":"en","type":"article","venue":"Early Years Educator","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Order (exchange); Foundation Stage; Period (music); Work (physics); Primary care; Power (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003964712,0.0005538827,0.0004555362,0.0006841827,0.005162909,0.007077025,0.001323624,0.003561868,0.2622865],"category_scores_gemma":[0.01157446,0.0003241245,0.000711472,0.0004972519,0.002351823,0.004826246,0.007901619,0.005928169,0.1607395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001433454,"about_ca_system_score_gemma":0.005193429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00187601,"about_ca_topic_score_gemma":0.00641282,"domain_scores_codex":[0.9966,0.0007612788,0.0001084336,0.0003082669,0.001056506,0.001165547],"domain_scores_gemma":[0.9753619,0.000621507,0.0003888578,0.0006332459,0.003916177,0.01907841],"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":[0.00006444531,0.0001838159,0.001137189,0.00005787467,0.000002782518,0.0001692098,0.001183074,0.00002278626,0.0003184725,0.003006444,0.9610077,0.03284628],"study_design_scores_gemma":[0.00001958932,0.0001713498,0.001629981,0.00007647681,0.000002328791,0.00042627,0.002985019,0.0000649698,0.0003432262,0.001803056,0.992453,0.00002469817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03358162,0.001738342,0.009197125,0.3680971,0.06960232,0.0006622846,0.001491916,0.004018601,0.5116107],"genre_scores_gemma":[0.06404495,0.0007074822,0.003520562,0.06789331,0.005272904,0.0002524642,0.0006346218,0.001448671,0.8562251],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2622865,"threshold_uncertainty_score":0.8774359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01790541790262692,"score_gpt":0.393948966790053,"score_spread":0.3760435488874261,"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."}}