{"id":"W4414402540","doi":"10.22215/cujs.v5i2.5302","title":"Exploring Academic Resilience Among Young Canadian Adults","year":2025,"lang":"en","type":"article","venue":"Carleton undergraduate journal of science.","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Curiosity; Loneliness; Mental health; Psychological resilience; Intervention (counseling); Moderation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001756479,0.0001755886,0.0002814569,0.001543325,0.0006616471,0.00007931605,0.001191444,0.00009293593,0.0000482841],"category_scores_gemma":[0.0002587669,0.0001508009,0.000107899,0.00225916,0.001496287,0.001453164,0.00006740267,0.000746496,0.00004206351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00107321,"about_ca_system_score_gemma":0.002830346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04403066,"about_ca_topic_score_gemma":0.01569074,"domain_scores_codex":[0.9971617,0.0000909142,0.000711688,0.0003938228,0.0007114231,0.0009304542],"domain_scores_gemma":[0.9979149,0.00008586451,0.0003545228,0.0003399522,0.0003109396,0.0009938022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004556089,0.0001593617,0.7323687,0.0001332227,0.00008752369,0.0008323575,0.01935887,0.0004318475,0.008830959,0.05650008,0.03268182,0.1481597],"study_design_scores_gemma":[0.00222779,0.0006615564,0.9200465,0.00147508,0.00006878618,0.0008706819,0.05062792,0.0002421187,0.006040139,0.006868352,0.01030145,0.0005696105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9472077,0.0007830903,0.0001255158,0.003777607,0.005331062,0.000183024,0.000002125194,0.00001611146,0.04257379],"genre_scores_gemma":[0.9953613,0.0009113437,0.00009219404,0.0008080624,0.0001551644,0.00001042066,3.670784e-7,0.000009282379,0.002651888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1876778,"threshold_uncertainty_score":0.9623352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04922496161121128,"score_gpt":0.3603220721849916,"score_spread":0.3110971105737803,"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."}}