{"id":"W4414997233","doi":"10.32396/kgzdtg52","title":"\"Resilience\"","year":2025,"lang":"en","type":"article","venue":"USURJ University of Saskatchewan Undergraduate Research Journal","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003396852,0.0007791385,0.0002525893,0.00109459,0.00267188,0.002038963,0.0004210648,0.001028341,0.3575374],"category_scores_gemma":[0.0009300661,0.0002566639,0.0004985998,0.0005051473,0.0006220767,0.001388274,0.00218511,0.002656059,0.08499664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179976,"about_ca_system_score_gemma":0.001021461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01449045,"about_ca_topic_score_gemma":0.04689264,"domain_scores_codex":[0.9998272,0.00003572682,0.000003488039,0.00002570787,0.00006187474,0.00004604925],"domain_scores_gemma":[0.9996451,0.00004748786,0.00001336178,0.0000327218,0.0001253402,0.000135904],"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":[0.00000927966,0.000004447108,0.0000446395,0.00002069529,7.851102e-7,0.00005542764,0.00007285742,0.000008893848,0.00007024688,0.002435344,0.9841914,0.01308597],"study_design_scores_gemma":[0.000003531066,0.000004149739,0.0003243891,0.00004141814,0.000001417437,0.0001443182,0.0002701031,0.00001266343,0.00005352488,0.0004768783,0.9986653,0.000002239957],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001569406,0.003481036,0.0008742877,0.03266109,0.02334945,0.0001418082,0.0006867149,0.0005811651,0.9366551],"genre_scores_gemma":[0.006045936,0.001198087,0.0005183287,0.006055902,0.001382659,0.00004441789,0.0001980652,0.0001602304,0.9843965],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3575374,"threshold_uncertainty_score":0.9163949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03946255164798736,"score_gpt":0.3811297962213094,"score_spread":0.341667244573322,"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."}}