{"id":"W54263255","doi":"10.26522/tl.v2i3.83","title":"We Created a Pathway to a Brighter Future: How the Pursuit of Student Success and Service Excellence in Healthcare Came Together","year":2005,"lang":"en","type":"article","venue":"Teaching and Learning","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Psychology; Medical education; Health care; Relevance (law); Pedagogy; Mathematics education; Medicine; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01233987,0.0007056901,0.0006008713,0.001343153,0.0274426,0.03027,0.001824952,0.008296191,0.0105158],"category_scores_gemma":[0.02032155,0.0005549222,0.001216612,0.0009274017,0.02576872,0.02283147,0.02225055,0.02000478,0.002993607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007272145,"about_ca_system_score_gemma":0.01672339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005447381,"about_ca_topic_score_gemma":0.0143787,"domain_scores_codex":[0.9839972,0.01217812,0.000204308,0.0006525519,0.001031999,0.001935752],"domain_scores_gemma":[0.9866129,0.002364649,0.0005670984,0.0006351213,0.001326684,0.008493543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001035006,0.0003146221,0.006543018,0.0002765856,0.00007726524,0.002459674,0.4136516,0.0006911058,0.001159962,0.3147709,0.1920729,0.06787892],"study_design_scores_gemma":[0.00003539567,0.0001792673,0.0014344,0.0004255952,0.00002669958,0.0008168409,0.317766,0.000785803,0.0007171479,0.1273008,0.5503488,0.0001631723],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1150246,0.004171144,0.02812505,0.7197716,0.009495643,0.0001595729,0.000133899,0.0007371549,0.1223813],"genre_scores_gemma":[0.8750272,0.002534748,0.01755421,0.05032727,0.001174689,0.0001964055,0.0001009276,0.0006141341,0.05247054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03027,"threshold_uncertainty_score":0.06526029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0312727525819082,"score_gpt":0.3169878790768923,"score_spread":0.2857151264949841,"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."}}