{"id":"W4399348982","doi":"10.1017/gmh.2024.60.pr6","title":"Decision: Research breakdowns: A constructive critique of research practice involving grief, trauma and displaced people — R1/PR6","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; Psychology; Psychoanalysis; Psychotherapist; Sociology; Computer science; Process (computing)","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":["metaresearch"],"category_scores_codex":[0.3828323,0.002063246,0.003288406,0.004843885,0.01886285,0.03190819,0.01152745,0.04729338,0.008448683],"category_scores_gemma":[0.6755461,0.001907642,0.003732632,0.004358637,0.06637543,0.02800416,0.02392254,0.08163283,0.00864142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01739338,"about_ca_system_score_gemma":0.0620125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008985709,"about_ca_topic_score_gemma":0.009127685,"domain_scores_codex":[0.5250435,0.3276287,0.04549956,0.01796577,0.07510054,0.008761885],"domain_scores_gemma":[0.2381029,0.5725728,0.01938115,0.0303369,0.1211677,0.01843851],"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":[0.00007478087,0.00004005442,0.0002724093,0.001377537,0.00006794903,0.0007552506,0.04452229,0.0001270911,0.0004100755,0.1001725,0.828398,0.02378203],"study_design_scores_gemma":[0.00005212851,0.00002931533,0.0001513651,0.003177267,0.00003720146,0.0004870666,0.02090506,0.0003027985,0.0002627688,0.05053104,0.9239733,0.00009061217],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003259296,0.001445394,0.003198126,0.9587311,0.03388169,0.0002372725,0.0000499036,0.00007004953,0.002060595],"genre_scores_gemma":[0.02274815,0.00263881,0.01672005,0.9085838,0.03661032,0.002467916,0.00005009576,0.0005538603,0.00962704],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6171677,"threshold_uncertainty_score":0.7610777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1315392477353677,"score_gpt":0.5328130636276709,"score_spread":0.4012738158923032,"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."}}