{"id":"W4311521820","doi":"10.18432/ari29669","title":"Grief-Writing","year":2022,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Counseling, Therapy, and Family Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grief; Poetry; Psychoanalysis; Economic Justice; Creative writing; Sociology; Literature; Aesthetics; Psychology; History; Media studies; Art; Law; Psychotherapist; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005425186,0.0007175102,0.000374674,0.0007396667,0.009042215,0.008158945,0.001008994,0.001909584,0.02956212],"category_scores_gemma":[0.02418042,0.0002024946,0.0004128355,0.0006552307,0.009529374,0.005497071,0.007020423,0.006662739,0.01153674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002726926,"about_ca_system_score_gemma":0.003275429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007488318,"about_ca_topic_score_gemma":0.001685909,"domain_scores_codex":[0.9928849,0.004178871,0.0002186083,0.0006097279,0.001565718,0.0005421409],"domain_scores_gemma":[0.9880623,0.004013374,0.0009147288,0.00185927,0.002471588,0.002678744],"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":[0.00007865035,0.0001367796,0.00109247,0.0003321209,0.00001367082,0.001303502,0.25076,0.00007409807,0.001875878,0.1904024,0.4556856,0.09824473],"study_design_scores_gemma":[0.000005127183,0.00002019784,0.0003050974,0.0002308857,0.000001854539,0.0009621728,0.04451321,0.00004190305,0.0004467705,0.01636842,0.9370936,0.00001076624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04890328,0.007955299,0.02269107,0.1348596,0.02989054,0.0003994196,0.0006358278,0.0007896376,0.7538754],"genre_scores_gemma":[0.5073433,0.004198629,0.01196542,0.03401806,0.003312421,0.0004029282,0.0004830899,0.001133956,0.4371422],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02956212,"threshold_uncertainty_score":0.09889513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08384855629614277,"score_gpt":0.4334159999504218,"score_spread":0.3495674436542791,"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."}}