{"id":"W3048359360","doi":"10.56421/ujslcbr.v4i0.201","title":"Using Community-Based Research Principles to Guide the Collaborative Process in Health Sciences Undergraduate Education","year":2015,"lang":"en","type":"article","venue":"Undergraduate Journal of Service Learning & Community-Based Research","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Excellence; Work (physics); Process (computing); Medical education; Health care; Group work; Control (management); Psychology; Mathematics education; Computer science; Medicine; Engineering; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1129471,0.0003354689,0.0006113289,0.00314489,0.01589049,0.0003301532,0.002762542,0.0002597444,0.00003770974],"category_scores_gemma":[0.009118048,0.0002539415,0.0000795637,0.01291155,0.0007143142,0.0006051494,0.0006049821,0.01830111,0.00009272725],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004106358,"about_ca_system_score_gemma":0.09507494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02794016,"about_ca_topic_score_gemma":0.02634727,"domain_scores_codex":[0.8968055,0.09644952,0.001830281,0.0002846509,0.003316317,0.001313703],"domain_scores_gemma":[0.9626157,0.01287587,0.001295702,0.0009585072,0.02150756,0.0007466545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.004012767,0.00516214,0.05441125,0.003604821,0.0001161905,0.00001284506,0.26687,0.6109058,0.001990186,0.01593532,0.03511944,0.001859289],"study_design_scores_gemma":[0.002742217,0.003180795,0.002316873,0.009895628,0.00001696363,0.00001100362,0.8172652,0.01990455,0.0003366468,0.02453853,0.1193747,0.0004169195],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.649231,0.0002382193,0.0007997208,0.3422085,0.0006678352,0.001736296,0.000007317073,0.00004040273,0.005070783],"genre_scores_gemma":[0.9775091,0.00004660926,0.005338035,0.01508999,0.0002799332,0.0001978876,0.00006833483,0.00006741883,0.001402652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5910012,"threshold_uncertainty_score":0.9999913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5647770493037635,"score_gpt":0.6107819452833356,"score_spread":0.04600489597957214,"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."}}