{"id":"W2029883257","doi":"10.1080/07481187.2013.829367","title":"The Meaning of Loss Codebook: Construction of a System for Analyzing Meanings Made in Bereavement","year":2013,"lang":"en","type":"article","venue":"Death Studies","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Grief; Meaning (existential); Psychology; Codebook; Variety (cybernetics); Coding (social sciences); Qualitative research; Social psychology; Psychotherapist; Developmental psychology; Sociology; Computer science; Social 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":[],"consensus_categories":[],"category_scores_codex":[0.02880322,0.0008122757,0.0008174349,0.008928262,0.002481454,0.003409991,0.00197221,0.0008826076,0.003275434],"category_scores_gemma":[0.08042476,0.0008628705,0.001136819,0.007640973,0.003574698,0.004369291,0.006365503,0.00234439,0.001220675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005285088,"about_ca_system_score_gemma":0.01078239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01262379,"about_ca_topic_score_gemma":0.01775257,"domain_scores_codex":[0.9852717,0.007256828,0.003722881,0.0009560226,0.002290125,0.0005024134],"domain_scores_gemma":[0.9362919,0.02974563,0.004503139,0.008401497,0.01947274,0.001585162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001079848,0.000503579,0.05380467,0.002706321,0.0001133397,0.0006787062,0.2523375,0.003066691,0.02311896,0.09375988,0.03462768,0.5342029],"study_design_scores_gemma":[0.0006033014,0.001093551,0.147129,0.004673483,0.0003297085,0.00190258,0.1883501,0.07237169,0.02531896,0.1515644,0.4056527,0.001010715],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.175406,0.0003513753,0.7559285,0.002163389,0.0004748729,0.02624299,0.01430069,0.003718779,0.02141341],"genre_scores_gemma":[0.1288618,0.000139574,0.8364324,0.0001441187,0.00002327891,0.02566044,0.005822501,0.0006318685,0.002283959],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02880322,"threshold_uncertainty_score":0.1523278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05326841787959486,"score_gpt":0.3495152417996549,"score_spread":0.2962468239200601,"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."}}