{"id":"W3211119876","doi":"10.7202/1076743ar","title":"Resilience and Perseverance in Uncertain Times","year":2021,"lang":"en","type":"article","venue":"International Journal for Talent Development and Creativity","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Resilience (materials science); Psychology; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002983564,0.00008309994,0.0001095099,0.00007678042,0.0001181759,0.00005759542,0.00008571871,0.00003605033,0.0001901751],"category_scores_gemma":[0.00004155561,0.00007451007,0.00002248972,0.00005331392,0.00005162374,0.0001610398,0.00003876374,0.0001064117,0.000005911671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009835225,"about_ca_system_score_gemma":0.000137109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002613468,"about_ca_topic_score_gemma":0.00007872986,"domain_scores_codex":[0.9991798,0.00004537724,0.0002115062,0.0001998727,0.0001907175,0.0001727333],"domain_scores_gemma":[0.9996227,0.00009619159,0.00006780665,0.00004321766,0.00008735989,0.0000827145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004731178,0.0003436093,0.4622901,0.00003148193,0.00009913444,0.0004247971,0.01048002,0.000009624976,0.0006593108,0.008290196,0.001617261,0.5152813],"study_design_scores_gemma":[0.002547544,0.0001114726,0.9147369,0.0002729814,0.000007827419,0.0013676,0.007263716,0.0001439788,0.003093667,0.002932031,0.06725022,0.0002720897],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916896,0.0009672166,0.0004687443,0.0009722148,0.0006009866,0.00009806772,0.000006939122,0.000005163081,0.005191047],"genre_scores_gemma":[0.9869347,0.0004669607,0.002340524,0.0002736492,0.00007114704,0.0000234714,0.000009043493,0.00000472982,0.009875737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5150092,"threshold_uncertainty_score":0.3038433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03350544847522385,"score_gpt":0.399558525863973,"score_spread":0.3660530773887491,"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."}}