{"id":"W4402140994","doi":"10.3389/feduc.2024.1356629","title":"Mixed methods research teams: leveraging integrative teamwork for addressing complex problems","year":2024,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Teamwork; Knowledge management; Computer science; Engineering management; Process management; Management science; Engineering; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.3511836,0.00195025,0.001938586,0.008851726,0.01288644,0.02277927,0.006477069,0.004617716,0.005806528],"category_scores_gemma":[0.3266854,0.001886539,0.002981878,0.003937376,0.02528401,0.01757015,0.03644452,0.00907818,0.001655065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008048139,"about_ca_system_score_gemma":0.03523201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001648868,"about_ca_topic_score_gemma":0.004490023,"domain_scores_codex":[0.5590263,0.4024864,0.008065142,0.01147006,0.01549303,0.003459143],"domain_scores_gemma":[0.5768527,0.3196929,0.02043642,0.04467057,0.02381881,0.01452861],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002311593,0.0007524893,0.0118432,0.004082909,0.0005626972,0.001228441,0.3872994,0.004456897,0.003275206,0.2294443,0.009939516,0.3468838],"study_design_scores_gemma":[0.0004014137,0.001021289,0.004902983,0.01074069,0.0003606361,0.001232785,0.1267098,0.01492011,0.004142881,0.692784,0.1423876,0.0003958996],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03128604,0.002701716,0.9110845,0.02794741,0.001076331,0.005590078,0.00008289886,0.0004569859,0.0197741],"genre_scores_gemma":[0.1635331,0.001284389,0.8172156,0.004334412,0.0003537096,0.01110041,0.00008425779,0.0002170124,0.001877214],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6488165,"threshold_uncertainty_score":0.8001062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7871923313899976,"score_gpt":0.748725168381167,"score_spread":0.03846716300883057,"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."}}