{"id":"W4293795675","doi":"10.3138/9781487536015-fm","title":"Frontmatter","year":2022,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Resilience and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ECW Press (Canada); University of British Columbia","funders":"","keywords":"Environmental science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001454634,0.0006180612,0.0003724983,0.0009271535,0.001018073,0.003035538,0.0006037945,0.00147061,0.7598932],"category_scores_gemma":[0.0005845699,0.0004153114,0.0003338712,0.0007713035,0.000352648,0.002465919,0.001696118,0.0012418,0.6132566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006740656,"about_ca_system_score_gemma":0.0005103307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003049509,"about_ca_topic_score_gemma":0.01215748,"domain_scores_codex":[0.9998506,0.00001137753,0.000005790552,0.00003306812,0.00007786189,0.00002123871],"domain_scores_gemma":[0.9998203,0.00003514401,0.000008877404,0.00003015306,0.00005739157,0.00004816516],"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":[0.00003353339,0.00003255305,0.0001360851,0.000158405,0.000002623847,0.0001161293,0.0002536894,0.00008832563,0.0009106784,0.01152529,0.7422099,0.2445329],"study_design_scores_gemma":[0.000002570727,0.000005247146,0.0001847428,0.00004581535,8.004425e-7,0.00006999003,0.00005271349,0.00004506871,0.0001006255,0.0007953102,0.9986945,0.000002488422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003739821,0.001438796,0.0008793757,0.0005880019,0.0005194444,0.00002105886,0.0005601576,0.001071227,0.994548],"genre_scores_gemma":[0.0008153945,0.0004301658,0.0002434777,0.0001522279,0.00002897857,0.000006635232,0.0001593881,0.0001836158,0.9979801],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2401068,"threshold_uncertainty_score":0.3424831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02967996184100227,"score_gpt":0.2812476838054034,"score_spread":0.2515677219644011,"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."}}