{"id":"W4399372767","doi":"10.1017/gmh.2024.60.pr4","title":"Author comment: Research breakdowns: A constructive critique of research practice involving grief, trauma and displaced people — R1/PR4","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":"Constructive; Grief; Psychoanalysis; Psychology; Psychotherapist; Epistemology; Sociology; Computer science; Philosophy; Programming language; 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":[],"category_scores_codex":[0.07687493,0.00193657,0.002285723,0.002243141,0.01161847,0.01379563,0.008781972,0.04160948,0.008108985],"category_scores_gemma":[0.3789539,0.001329982,0.002248562,0.002499682,0.03203832,0.01493231,0.009906549,0.07597452,0.008725709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01081648,"about_ca_system_score_gemma":0.02055645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01699334,"about_ca_topic_score_gemma":0.01795907,"domain_scores_codex":[0.9190271,0.04317883,0.009325213,0.007284017,0.01776701,0.003417755],"domain_scores_gemma":[0.6075182,0.2816214,0.0147268,0.01164231,0.07553188,0.008959291],"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":[0.00003363353,0.00001228476,0.0002330592,0.0003847586,0.00002118408,0.0005606356,0.01587413,0.00007694365,0.0001721427,0.01045643,0.9681975,0.003977458],"study_design_scores_gemma":[0.00003426918,0.0000304559,0.0004482668,0.001784872,0.00003379582,0.0009982046,0.02097667,0.0003434944,0.000469407,0.01283544,0.9619164,0.0001287068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002279872,0.0005126777,0.0006286945,0.9700987,0.02752792,0.00003178809,0.00005060025,0.00007519632,0.0008465276],"genre_scores_gemma":[0.007647228,0.001035483,0.001509849,0.9618403,0.02348769,0.0002190703,0.00002384675,0.0001812976,0.004055309],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9231251,"threshold_uncertainty_score":0.4065583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1595556905204611,"score_gpt":0.534257463296735,"score_spread":0.3747017727762739,"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."}}