{"id":"W6917671876","doi":"10.58067/3hd7-mp11","title":"Stories of Hope, Vol. 1: Stories of Resilience","year":2023,"lang":"en","type":"book","venue":"Conestoga College Repository","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Conestoga College","funders":"","keywords":"Resilience (materials science); Narrative; Perspective (graphical); Psychological resilience; Vulnerability (computing); Qualitative research","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004193201,0.0004353491,0.001149698,0.0003814684,0.0002190133,0.0000101375,0.0006932177,0.0006657561,0.0001277504],"category_scores_gemma":[0.0001274646,0.0004434594,0.0002630571,0.0004208879,0.001127238,0.0001219322,0.0001796764,0.0004820956,0.0001391993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004541389,"about_ca_system_score_gemma":0.002427848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007614754,"about_ca_topic_score_gemma":0.000184633,"domain_scores_codex":[0.9966031,0.0002082729,0.001169232,0.0007511178,0.0007746388,0.0004935897],"domain_scores_gemma":[0.9961509,0.0005614977,0.001132439,0.00127695,0.0006826617,0.0001955686],"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":[0.0009254733,0.0003671156,0.004556271,0.002493436,0.0003620919,0.0008452203,0.009919059,0.000009619785,0.001311228,0.06982008,0.9074113,0.001979116],"study_design_scores_gemma":[0.002079701,0.002773385,0.01607434,0.002949148,0.0004364252,0.0003394063,0.01608179,0.000004879735,0.006249339,0.001279745,0.9503213,0.001410549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0463751,0.00955756,0.00001587079,0.00003341804,0.01958602,0.001225642,0.0004216649,0.000180972,0.9226037],"genre_scores_gemma":[0.04792278,0.000306282,0.00004996108,0.00002992461,0.0007198883,0.0001103867,0.00003319348,0.00009273552,0.9507349],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06854033,"threshold_uncertainty_score":0.9998017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02969661919289946,"score_gpt":0.3477208093053427,"score_spread":0.3180241901124432,"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."}}