{"id":"W4375857192","doi":"10.26685/urncst.491","title":"Advocacy in Outreach: A BHSc Outreach Case Competition 2023","year":2023,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Outreach; Public relations; Competition (biology); Staffing; Health care; Political science; Medical education; Nursing; Medicine; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.02923568,0.0008182607,0.0006220173,0.0008800413,0.04183237,0.008705215,0.005713647,0.01706719,0.01778999],"category_scores_gemma":[0.02954997,0.001011983,0.001350667,0.001001828,0.007126433,0.003902218,0.01358656,0.01073491,0.00148166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0290429,"about_ca_system_score_gemma":0.06014352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1724159,"about_ca_topic_score_gemma":0.494585,"domain_scores_codex":[0.9736161,0.01364569,0.0005544944,0.001012977,0.004429485,0.006741314],"domain_scores_gemma":[0.9683982,0.008547937,0.0006736602,0.000738683,0.004135983,0.01750563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006342433,0.00360788,0.0102635,0.001472452,0.00007374516,0.04016608,0.1165296,0.001130571,0.002715482,0.07323877,0.6771201,0.07304756],"study_design_scores_gemma":[0.0004284294,0.001092194,0.006399799,0.0008085708,0.00004452964,0.004034963,0.1610041,0.00189711,0.001394005,0.01078349,0.8119113,0.0002015436],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2607881,0.001575038,0.007557697,0.5141558,0.008668294,0.009030007,0.0006873828,0.0002768989,0.1972608],"genre_scores_gemma":[0.7031378,0.001322979,0.01764241,0.1522204,0.001391733,0.005211699,0.0004258172,0.0002019992,0.1184451],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1724159,"threshold_uncertainty_score":0.3428246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2468881462312019,"score_gpt":0.576815937294795,"score_spread":0.3299277910635931,"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."}}