{"id":"W4388862630","doi":"10.1111/jcpp.13921","title":"A commentary on Ehrlich et al. (2023): a resilience paradox for child development","year":2023,"lang":"en","type":"article","venue":"Journal of Child Psychology and Psychiatry","topic":"Resilience and Mental Health","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Thriving; Surprise; Threatened species; Environmental ethics; Population; Resilience (materials science); Psychology; Psychological resilience; Dominance (genetics); Resistance (ecology); Ecology; Social psychology; Biology; Medicine; Environmental health; Psychotherapist; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.01142219,0.001867369,0.002910762,0.001759062,0.006268019,0.007459878,0.006603777,0.06241466,0.009609842],"category_scores_gemma":[0.07435297,0.001232517,0.002353095,0.001470015,0.00998423,0.01200269,0.00581418,0.09316885,0.007509995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006231171,"about_ca_system_score_gemma":0.01161067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01866916,"about_ca_topic_score_gemma":0.02916795,"domain_scores_codex":[0.9899971,0.003925554,0.0009549729,0.001778825,0.002497578,0.0008458897],"domain_scores_gemma":[0.9469777,0.03694315,0.002167622,0.0009967083,0.008239025,0.00467581],"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":[0.00002131136,0.000007733146,0.00008006181,0.0001139319,0.00001019822,0.0001116849,0.0003347509,0.00001121008,0.00002503872,0.001168498,0.9954841,0.002631418],"study_design_scores_gemma":[0.00009292074,0.00004373404,0.0007410496,0.001963306,0.00005655893,0.000916888,0.001932289,0.0001375012,0.0002002303,0.01303284,0.9807427,0.0001401608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00006796597,0.003494254,0.00004809582,0.9550988,0.04092214,0.000005404901,0.0000492184,0.00001219771,0.0003019168],"genre_scores_gemma":[0.0006600471,0.001452858,0.00006330021,0.965077,0.03178573,0.00002153558,0.00001178033,0.00001952578,0.0009080946],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06241466,"threshold_uncertainty_score":0.06040704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011483273122971,"score_gpt":0.4003546812791515,"score_spread":0.3802398485479218,"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."}}