{"id":"W4200507061","doi":"10.1921/gpwk.v30i1.1567","title":"Enhancing the benefits of group involvement in research","year":2021,"lang":"en","type":"article","venue":"Groupwork","topic":"Community Health and Development","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Empowerment; Public relations; Psychology; Control (management); Subject (documents); Focus group; Power (physics); Social psychology; Political science; Business; Marketing; Computer science; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.1404139,0.001460614,0.001242963,0.003374224,0.007217468,0.01059683,0.003410573,0.005506153,0.009831374],"category_scores_gemma":[0.1707905,0.001152424,0.001943143,0.00236699,0.01185978,0.01674187,0.03030253,0.003867502,0.002796017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002461371,"about_ca_system_score_gemma":0.009416125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005211371,"about_ca_topic_score_gemma":0.00128778,"domain_scores_codex":[0.7385126,0.2236112,0.006996181,0.006918278,0.01989242,0.004069339],"domain_scores_gemma":[0.6329427,0.2744214,0.02119292,0.04104165,0.01537068,0.01503079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006702968,0.002121706,0.01531521,0.006463556,0.0003820361,0.001528363,0.1315363,0.0009465447,0.006679396,0.09971572,0.008240303,0.7264006],"study_design_scores_gemma":[0.001168185,0.006363428,0.03392259,0.01009111,0.0007683075,0.005633681,0.09642186,0.00232657,0.007179573,0.2700122,0.5657058,0.0004067321],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2393558,0.01273235,0.349972,0.08857681,0.003036607,0.009708799,0.0002052643,0.001846106,0.2945662],"genre_scores_gemma":[0.7153409,0.006008635,0.2504587,0.005444634,0.001800816,0.007257771,0.0001294563,0.0002779365,0.01328111],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1404139,"threshold_uncertainty_score":0.7425885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3288375591008727,"score_gpt":0.5060754813940073,"score_spread":0.1772379222931346,"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."}}