{"id":"W4220878170","doi":"10.1017/s0954579421001735","title":"Exploring the meaning of unresolved loss and trauma in more than 1,000 Adult Attachment Interviews","year":2022,"lang":"en","type":"article","venue":"Development and Psychopathology","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institutes of Health; National Institute of Child Health and Human Development; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Wellcome Trust","keywords":"Multilevel model; Meaning (existential); Coding (social sciences); Association (psychology); Articulation (sociology); Psychometrics; Regression analysis","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":[0.0008750751,0.0001926855,0.0003020809,0.0001897984,0.0002453821,0.000009052917,0.0001965812,0.00004059744,0.0001734135],"category_scores_gemma":[0.000004524709,0.0001567524,0.0000335649,0.0002039803,0.0001273864,0.00005617672,0.0001850947,0.0002936283,0.000005231887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006353392,"about_ca_system_score_gemma":0.00002066762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001857405,"about_ca_topic_score_gemma":0.0003581424,"domain_scores_codex":[0.9981335,0.0003322263,0.0005452959,0.0004249841,0.0001669083,0.000397121],"domain_scores_gemma":[0.9994301,0.00007363217,0.0001610019,0.0002372446,0.00001851315,0.00007957091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005778638,0.0004814405,0.4732443,0.0001666498,0.00006613466,0.0001268534,0.2920511,0.00000219555,0.0002505435,0.009305065,0.000539011,0.2231888],"study_design_scores_gemma":[0.00283307,0.0004498072,0.922253,0.00009712447,0.00001688345,0.0002013651,0.04992768,0.000006685829,0.0004072543,0.0004201877,0.02310222,0.0002846883],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929258,0.0007418899,0.00003775123,0.0007941399,0.001132836,0.0004320514,0.00001276548,0.00001905187,0.003903716],"genre_scores_gemma":[0.9973058,0.000237386,0.0004194384,0.0009387172,0.00003924807,0.0005877573,0.00002558507,0.00001911079,0.000426952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4490087,"threshold_uncertainty_score":0.6392179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1038703807897573,"score_gpt":0.3476857210594113,"score_spread":0.243815340269654,"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."}}