{"id":"W4415879940","doi":"10.46787/elthe.v8i1-march.4152","title":"Unusual Synergy","year":2025,"lang":"","type":"article","venue":"Experiential Learning and Teaching in Higher Education","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Civic engagement; Experiential learning; Politics; Community engagement; Undergraduate research; Public engagement; Experiential education; Community organizing; Service-learning","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":[0.002213191,0.0007590848,0.0005782064,0.001999028,0.00492366,0.006297593,0.002003207,0.002645317,0.1734377],"category_scores_gemma":[0.01161643,0.0004498623,0.0008246176,0.001979362,0.002368617,0.005152951,0.00999344,0.003789509,0.05440225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002179539,"about_ca_system_score_gemma":0.003533142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00180573,"about_ca_topic_score_gemma":0.003524475,"domain_scores_codex":[0.9965346,0.0008248693,0.0001913338,0.0006140808,0.001075204,0.0007598798],"domain_scores_gemma":[0.9929695,0.0009264547,0.0004719971,0.00145348,0.001461257,0.002717323],"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":[0.0003050751,0.0001421395,0.00691858,0.0003116258,0.00005465062,0.004813216,0.003072308,0.0004318277,0.001470024,0.1830256,0.6239536,0.1755014],"study_design_scores_gemma":[0.00001969103,0.00004903961,0.001260709,0.0001287405,0.00001281293,0.004215128,0.001760636,0.0002367888,0.0003644507,0.02548474,0.9664429,0.00002428843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02245501,0.002405106,0.02686566,0.03595308,0.009118272,0.0003540883,0.002296669,0.002574428,0.8979777],"genre_scores_gemma":[0.3274382,0.003015692,0.02616303,0.02691748,0.003584901,0.0007008965,0.004017829,0.002017088,0.606145],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1734377,"threshold_uncertainty_score":0.580207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02042021691749185,"score_gpt":0.3504656823829598,"score_spread":0.3300454654654679,"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."}}