{"id":"W4386985226","doi":"10.1057/978-1-349-96073-6_12478","title":"University of Ontario","year":2023,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiteit Hasselt; Vlaamse regering; United States - India Educational Foundation; United States Institute of Peace","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000494772,0.0008769613,0.000770447,0.001225803,0.008260816,0.00768199,0.0009396148,0.001901978,0.5451291],"category_scores_gemma":[0.001926571,0.0005685296,0.000503438,0.00363571,0.001648325,0.002106271,0.001898791,0.001762658,0.1939625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01631962,"about_ca_system_score_gemma":0.02638884,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.639418,"about_ca_topic_score_gemma":0.8875235,"domain_scores_codex":[0.998723,0.00008760751,0.00004386201,0.0003169681,0.0006191091,0.0002095341],"domain_scores_gemma":[0.9981419,0.0001761849,0.00009614509,0.0001382352,0.0009845087,0.0004630752],"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":[0.00008319631,0.00002083066,0.0009688793,0.0004361442,0.000009260402,0.0004326077,0.000968336,0.0001023141,0.0003793969,0.03507209,0.8957026,0.06582426],"study_design_scores_gemma":[0.000003275202,0.000003664811,0.0005282583,0.0000803064,0.000002116181,0.00003454211,0.0002455431,0.00002192143,0.00006064117,0.0005179408,0.9984958,0.00000588118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001054519,0.004851168,0.0003648398,0.003985441,0.0009574747,0.00003433364,0.003636249,0.0002536254,0.9848624],"genre_scores_gemma":[0.002012022,0.001405459,0.0002177528,0.0002434189,0.00002538855,0.00001084522,0.0004114273,0.00009112015,0.9955826],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.639418,"threshold_uncertainty_score":0.7254111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04692846569086186,"score_gpt":0.2479859020691733,"score_spread":0.2010574363783114,"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."}}