{"id":"W7115753945","doi":"10.12968/eyed.2025.24.19.12","title":"Helping others","year":2025,"lang":"en","type":"article","venue":"Early Years Educator","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Empathy; Refugee; Humanity","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":[0.003521365,0.0009333058,0.0004049858,0.001254582,0.01528502,0.006482659,0.001448193,0.003800493,0.04210907],"category_scores_gemma":[0.01025048,0.0004102147,0.000862169,0.0004683575,0.007258797,0.005878273,0.009628181,0.006699152,0.01747638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002992138,"about_ca_system_score_gemma":0.004456752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008922691,"about_ca_topic_score_gemma":0.02111747,"domain_scores_codex":[0.9940607,0.002906658,0.0001216956,0.000584565,0.001204651,0.001121723],"domain_scores_gemma":[0.9924489,0.0009848932,0.000583655,0.0007840205,0.001817252,0.003381364],"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":[0.00003284161,0.0001432478,0.003148198,0.0001937591,0.00004561834,0.001546268,0.140946,0.0001234308,0.001045976,0.1106783,0.6482747,0.09382178],"study_design_scores_gemma":[0.000004975459,0.00002600922,0.0005078376,0.0001340037,0.000007904559,0.001028546,0.0443861,0.00004283348,0.000206394,0.008004679,0.9456321,0.0000186098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02198536,0.005422818,0.0126933,0.1465159,0.01277357,0.0001951856,0.0001181975,0.000851121,0.7994445],"genre_scores_gemma":[0.2557919,0.00418883,0.009251049,0.0732454,0.00128292,0.000221195,0.0001586368,0.0004517144,0.6554083],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04210907,"threshold_uncertainty_score":0.1408689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131023811214662,"score_gpt":0.3177424364490934,"score_spread":0.3064321983369468,"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."}}