{"id":"W4399372912","doi":"10.1017/gmh.2024.60.pr2","title":"Recommendation: Research breakdowns: A constructive critique of research practice involving grief, trauma and displaced people — R0/PR2","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Grief; Constructive; Psychoanalysis; Psychotherapist; Psychology; Sociology; Epistemology; Computer science; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1291068,0.002727626,0.004585044,0.005461779,0.01038456,0.02368095,0.01258881,0.06225394,0.1071773],"category_scores_gemma":[0.6141868,0.002459607,0.005774295,0.009030327,0.0233202,0.03307255,0.0134681,0.0500817,0.1034565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01295016,"about_ca_system_score_gemma":0.05487636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02620139,"about_ca_topic_score_gemma":0.03370973,"domain_scores_codex":[0.8493091,0.07429742,0.02732474,0.007210089,0.03625213,0.005606333],"domain_scores_gemma":[0.2864197,0.3946101,0.02803969,0.04004618,0.227136,0.0237483],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003017161,0.00003222969,0.0001632149,0.001495548,0.00003375723,0.00006793256,0.0008095803,0.00002657554,0.00006020144,0.001586554,0.9865108,0.009183433],"study_design_scores_gemma":[0.0001886563,0.00003258543,0.0005049098,0.009667666,0.00006775207,0.0001589852,0.002824018,0.0001815818,0.0001227936,0.007889811,0.9782546,0.0001066903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.000192754,0.001789046,0.001381903,0.9071615,0.07529352,0.002303727,0.001517833,0.0005197071,0.009840028],"genre_scores_gemma":[0.003909101,0.005414973,0.01088085,0.886325,0.05191686,0.008020022,0.000785611,0.001164566,0.03158306],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8708931,"threshold_uncertainty_score":0.6827904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.155133017190544,"score_gpt":0.533131609331162,"score_spread":0.377998592140618,"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."}}