{"id":"W7114769102","doi":"10.60787/bsuje.vol25no1.9","title":"FROM PRIVATE LOSS TO PUBLIC EXPRESSION: PHENOMENOLOGICAL STUDY OF DIGITAL GRIEF AMONG 200 LEVELSTUDENTS OFTHE DEPARTMENT OF PSYCHOLOGY NASARAWA STATE UNIVERSITY KEFFI","year":2025,"lang":"en","type":"article","venue":"Afrischolar Discovery","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Centre","funders":"","keywords":"Grief; Mediation; Disenfranchised grief; Mental health; Traumatic grief; Meaning (existential); Phenomenology (philosophy); Digital media","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":[0.0003702948,0.000323997,0.0006154463,0.0002905451,0.0001741082,0.00008547716,0.000879713,0.0001637439,0.0002203546],"category_scores_gemma":[0.00004531428,0.0002878509,0.0001213636,0.000589693,0.0002164062,0.0008096317,0.0007427493,0.0003669394,0.00005869891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000156115,"about_ca_system_score_gemma":0.00008368146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004031092,"about_ca_topic_score_gemma":0.0001610432,"domain_scores_codex":[0.9969233,0.0004578756,0.0007184548,0.0008577408,0.0004501401,0.0005924829],"domain_scores_gemma":[0.998164,0.0001472514,0.0003683124,0.0009905908,0.00009729983,0.0002325208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001171956,0.008147965,0.978021,0.00003937265,0.0006198769,0.00008928508,0.006236699,0.000009028683,0.00108363,0.0008989003,0.002462287,0.001220024],"study_design_scores_gemma":[0.005088319,0.001522036,0.9671779,0.00009451643,0.00004448333,0.000001463477,0.01764417,2.657897e-7,0.00062436,0.001218443,0.006306593,0.0002774296],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872475,0.0001510603,0.000914811,0.0001964094,0.0008537875,0.001328679,0.001093565,0.00004454041,0.008169645],"genre_scores_gemma":[0.9962221,0.00003095754,0.00007179485,0.000220903,0.00004085046,0.00003506751,0.0001302993,0.00002173584,0.003226254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01140747,"threshold_uncertainty_score":0.9999574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03436451974629943,"score_gpt":0.3348782585479334,"score_spread":0.300513738801634,"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."}}