{"id":"W7112394402","doi":"","title":"Bridging Research and Practice:Young Children’s Agency and Resilience in a Climate Changed World","year":2025,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Theme (computing); Face (sociological concept); Climate change; Psychological resilience; Early childhood education; Resilience (materials science)","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":[0.04799954,0.0005612698,0.0009430396,0.003893648,0.02205455,0.02595491,0.002043332,0.004697463,0.006351868],"category_scores_gemma":[0.0394645,0.0009822096,0.0006916938,0.004678831,0.04409195,0.0149733,0.02526716,0.007845297,0.0005796603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01780731,"about_ca_system_score_gemma":0.04198678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03567603,"about_ca_topic_score_gemma":0.07547068,"domain_scores_codex":[0.9620246,0.02981372,0.0008745155,0.001453228,0.00225441,0.003579497],"domain_scores_gemma":[0.9412051,0.04190071,0.003450463,0.002995958,0.003188705,0.007259042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002867319,0.0000684297,0.006277525,0.0005179601,0.00002635057,0.000911947,0.8889495,0.0000620975,0.0001681969,0.05328929,0.00993777,0.03976239],"study_design_scores_gemma":[0.00001274082,0.00003983563,0.004188347,0.001398572,0.00001954411,0.0005347574,0.8924509,0.00003048871,0.0002142295,0.0127417,0.08832712,0.00004183183],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3731588,0.05683137,0.01162271,0.355994,0.002672087,0.0005346193,0.000247854,0.0001682986,0.1987701],"genre_scores_gemma":[0.9659852,0.01447768,0.005204133,0.006358982,0.0001245493,0.0002707439,0.00004790581,0.00004865902,0.007482066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04799954,"threshold_uncertainty_score":0.2538489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05977886485300982,"score_gpt":0.3996323069106286,"score_spread":0.3398534420576187,"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."}}