{"id":"W2340276019","doi":"10.5751/es-03032-140238","title":"Education and Resilience: Social and Situated Learning among University and Secondary Students","year":2009,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Resilience and Mental Health","field":"Psychology","cited_by":144,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Agriculture; National Science Foundation","keywords":"Situated; Resilience (materials science); Situated learning; Sociology; Psychological resilience; Ecology; Geography; Mathematics education; Pedagogy; Psychology; Social psychology; Biology; Computer science; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001478706,0.0002044186,0.0003977914,0.001465079,0.002213481,0.002555143,0.0005454482,0.0008421675,0.004255763],"category_scores_gemma":[0.006268072,0.0003074756,0.0003369074,0.001213425,0.001789813,0.001880957,0.003474126,0.001638576,0.0002863587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014743,"about_ca_system_score_gemma":0.001200923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01330501,"about_ca_topic_score_gemma":0.02506601,"domain_scores_codex":[0.9991904,0.0002340716,0.0000431553,0.00009183453,0.0001551841,0.0002854303],"domain_scores_gemma":[0.9958657,0.0009206557,0.0009356705,0.0001459288,0.0002364345,0.001895482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000115652,0.001212103,0.8368297,0.00008277052,0.00006961287,0.0005761805,0.1003238,0.0001498377,0.000524177,0.002017275,0.002019712,0.05607914],"study_design_scores_gemma":[0.000007884865,0.0001909475,0.8841835,0.0001028139,0.00002214788,0.0003101301,0.1111587,0.0002239128,0.0001405377,0.001387415,0.00223883,0.00003315687],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975665,0.0002775675,0.00003489772,0.0008052071,0.00001046517,0.000005412086,0.00001949739,0.000002514062,0.001278074],"genre_scores_gemma":[0.9996325,0.0001313806,0.0000239006,0.00002708283,0.000003497114,0.000003781466,0.000009917959,6.685399e-7,0.0001673622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01330501,"threshold_uncertainty_score":0.0264551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00892755782086053,"score_gpt":0.3442911271434646,"score_spread":0.3353635693226041,"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."}}