{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00150111,0.0003645724,0.0004581425,0.002504301,0.006126424,0.001518626,0.0007956613,0.000420666,0.00316662],"category_scores_gemma":[0.003114179,0.0002898794,0.0006419601,0.002677626,0.0007981015,0.000642147,0.001690166,0.001028952,0.0002808138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01789532,"about_ca_system_score_gemma":0.0322093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9616786,"about_ca_topic_score_gemma":0.9849641,"domain_scores_codex":[0.999161,0.00005734333,0.0000366587,0.00006500237,0.0002140561,0.0004659111],"domain_scores_gemma":[0.998744,0.00007542998,0.0001868941,0.00002576819,0.0004539554,0.0005138302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006222383,0.0001956182,0.9420301,0.00009732289,0.00002917334,0.0002612219,0.03218491,0.00003419115,0.0002503298,0.0003572362,0.001193321,0.02330439],"study_design_scores_gemma":[0.000005098154,0.00009515387,0.9423834,0.0001229036,0.00002217851,0.00008052279,0.05345539,0.00007223615,0.0000905046,0.0001012557,0.003551461,0.00002000302],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944989,0.0003835471,0.00004514311,0.0005133024,0.00002573615,0.00006450622,0.0004547187,0.000003326536,0.004010931],"genre_scores_gemma":[0.997144,0.0006470522,0.0001753661,0.0002043097,0.000008972685,0.00004247353,0.0002241196,0.000001839256,0.001551779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03832138,"threshold_uncertainty_score":0.1298403,"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."}}