{"id":"W3215144749","doi":"10.25071/1920-7336.40781","title":"What Does a Humane Infrastructure for Research Look Like?","year":2021,"lang":"en","type":"article","venue":"Refuge Canada s Journal on Refuge","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University College London","keywords":"Sine qua non; Refugee; Forced migration; Isolation (microbiology); Field (mathematics); Politics; Displacement (psychology); Sociology; Field research; Intervention (counseling); Political science; Public relations; Psychology; Social science; Law; Mathematics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1239505,0.0007862329,0.001418589,0.005660284,0.01548054,0.04947778,0.004052274,0.01980541,0.01469178],"category_scores_gemma":[0.1038494,0.001262824,0.001882741,0.004367131,0.06188049,0.05292549,0.02190745,0.01232246,0.006376905],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008280399,"about_ca_system_score_gemma":0.0398212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003450607,"about_ca_topic_score_gemma":0.004385944,"domain_scores_codex":[0.8801196,0.1004488,0.003248731,0.004111693,0.005727128,0.006344152],"domain_scores_gemma":[0.7881547,0.1326362,0.01151743,0.02424018,0.01370877,0.02974281],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001114636,0.0001928402,0.006618102,0.00262769,0.00007841548,0.0007320683,0.02218562,0.000440125,0.000531531,0.8497792,0.06455722,0.05214559],"study_design_scores_gemma":[0.00008648185,0.0003489046,0.005353786,0.00464984,0.00007575854,0.00106598,0.05322992,0.000360012,0.0003554026,0.4080928,0.5261729,0.0002082241],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005770378,0.007099315,0.01501941,0.9227769,0.003076816,0.0002044897,0.0001056772,0.0003123319,0.04563465],"genre_scores_gemma":[0.594761,0.02213708,0.09761373,0.2568383,0.006890493,0.00252655,0.000345391,0.0004542171,0.01843322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9917196,"threshold_uncertainty_score":0.6555207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04123349446450245,"score_gpt":0.3918070848947761,"score_spread":0.3505735904302736,"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."}}