{"id":"W4402862370","doi":"10.29311/lwps2024114743","title":"Resilience","year":2024,"lang":"en","type":"article","venue":"LIAS Working Paper Series","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Resilience (materials science); Psychology; Geology; 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":[0.003635109,0.00110796,0.0006190042,0.001086883,0.005278874,0.00581663,0.0008917034,0.003582983,0.01142587],"category_scores_gemma":[0.01597649,0.0003797493,0.0005316579,0.000676902,0.008116735,0.01137751,0.006108626,0.01504927,0.005223812],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001919449,"about_ca_system_score_gemma":0.004533981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006498396,"about_ca_topic_score_gemma":0.01092755,"domain_scores_codex":[0.9974292,0.001114713,0.000088339,0.0004703837,0.000625813,0.0002715599],"domain_scores_gemma":[0.9950044,0.001510508,0.0002950311,0.0003673935,0.000848608,0.001974168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001694432,0.000009215523,0.000166764,0.00003488503,0.00000531981,0.00005877662,0.001027712,0.00002096251,0.00003704659,0.01914321,0.9688494,0.01062979],"study_design_scores_gemma":[0.000006299387,0.00001808144,0.0003343009,0.0002488425,0.000004068366,0.0002398057,0.001813278,0.00003124983,0.00005695271,0.01421493,0.9830164,0.00001578956],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0006835833,0.0423401,0.0007503277,0.8752421,0.05702227,0.00001101125,0.00009439752,0.00009398683,0.0237622],"genre_scores_gemma":[0.04707099,0.04866092,0.001758112,0.5777674,0.0527839,0.0001106967,0.0002109062,0.0004276,0.2712095],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01142587,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02800316316953411,"score_gpt":0.3633837944289088,"score_spread":0.3353806312593747,"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."}}