{"id":"W4313123887","doi":"10.1057/978-1-349-96053-8_12478","title":"University of Ontario","year":2022,"lang":"en","type":"book-chapter","venue":"The Grants Register 2023","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiteit Hasselt; Department for International Development; University of Queensland; University of Pretoria; Vlaamse regering; United States - India Educational Foundation; European Commission; University College London; Commonwealth Scholarship Commission; Australian Government","keywords":"Environmental 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":[],"category_scores_codex":[0.0005372767,0.0008845642,0.0008006869,0.001191231,0.008069538,0.007625034,0.0009948299,0.00195198,0.5617325],"category_scores_gemma":[0.00218177,0.0005619359,0.0005162091,0.003511825,0.001625529,0.002015946,0.001818108,0.001776861,0.2010212],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01736745,"about_ca_system_score_gemma":0.03068751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.658617,"about_ca_topic_score_gemma":0.8920812,"domain_scores_codex":[0.9986009,0.00009810788,0.00004704845,0.0003454821,0.0006632677,0.0002451957],"domain_scores_gemma":[0.9976954,0.0002102538,0.0001124219,0.0001531473,0.00122686,0.0006020408],"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":[0.00009065044,0.00002278383,0.001018031,0.0004531256,0.000009478839,0.0003945542,0.0008143701,0.00009582149,0.0003410567,0.02997621,0.9001014,0.06668232],"study_design_scores_gemma":[0.000004126271,0.000004118966,0.0005930536,0.00008965049,0.00000235439,0.00003595624,0.0002477866,0.00002557154,0.00005878245,0.0005085153,0.9984236,0.000006535234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001128078,0.005236837,0.0004072552,0.004682839,0.001104541,0.00004283691,0.003930813,0.0002773489,0.9831893],"genre_scores_gemma":[0.002260704,0.001636938,0.0002508536,0.0003094637,0.00002954807,0.00001285094,0.0005016261,0.00009774917,0.9949003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9826325,"threshold_uncertainty_score":0.686787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07418470929414817,"score_gpt":0.2541383066717657,"score_spread":0.1799535973776175,"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."}}