{"id":"W4317696172","doi":"10.1080/01609513.2022.2153196","title":"Student research peer support group: reflections on mutual aid in qualitative research","year":2023,"lang":"en","type":"article","venue":"Social Work With Groups","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Experiential learning; Mutual aid; Group work; Qualitative research; Peer group; Psychology; Peer support; Pedagogy; Social work; Peer learning; Group (periodic table); Medical education; Mathematics education; Sociology; Social psychology; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.2069003,0.001445487,0.001271495,0.001915841,0.02080863,0.0145608,0.007319611,0.0107532,0.003674184],"category_scores_gemma":[0.2807773,0.001484081,0.001556001,0.001456522,0.03636954,0.01948853,0.04342071,0.01896868,0.001040265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008135322,"about_ca_system_score_gemma":0.0179705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0023607,"about_ca_topic_score_gemma":0.003070831,"domain_scores_codex":[0.5977998,0.3732873,0.004007626,0.005367132,0.01127748,0.008260584],"domain_scores_gemma":[0.6364139,0.3072097,0.008454846,0.01639297,0.01955301,0.01197554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007182251,0.0001226016,0.0005357277,0.0003348469,0.00002066048,0.0009043893,0.9481189,0.0001736572,0.0006361275,0.01723789,0.004921637,0.0269218],"study_design_scores_gemma":[0.00006657327,0.00031071,0.0004840037,0.0007449253,0.00002415914,0.001337076,0.8429676,0.0005728976,0.001372436,0.01881089,0.133219,0.00008980327],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3874259,0.007281461,0.1546731,0.3750911,0.009871105,0.004886029,0.0001722583,0.0009761338,0.05962289],"genre_scores_gemma":[0.9228754,0.002340886,0.04358616,0.01489663,0.00117,0.003590552,0.00006436517,0.0005023808,0.01097359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2069003,"threshold_uncertainty_score":0.9780331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5113138543490575,"score_gpt":0.646762309145669,"score_spread":0.1354484547966115,"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."}}