{"id":"W4285046730","doi":"10.5130/ijcre.v15i1.8014","title":"Appraising HEI-community Partnerships: Assessing Performance, Monitoring Progress, and Evaluating Impacts","year":2022,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"Brock University","keywords":"Perspective (graphical); Higher education; Value (mathematics); Momentum (technical analysis); Political science; Public relations; Sociology; Business; Computer science; Finance","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":[0.1330107,0.001106942,0.001745045,0.01226643,0.00294208,0.01128966,0.002166804,0.002663368,0.001965661],"category_scores_gemma":[0.2711743,0.0004142667,0.0009437455,0.00844393,0.005673259,0.009436344,0.01116588,0.002479105,0.000411408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004808052,"about_ca_system_score_gemma":0.01444457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00269337,"about_ca_topic_score_gemma":0.005510134,"domain_scores_codex":[0.8662176,0.09635271,0.009239314,0.001914678,0.02429846,0.00197724],"domain_scores_gemma":[0.7664232,0.140193,0.03500744,0.006715817,0.04395183,0.00770877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004725902,0.0005565375,0.1065552,0.007048789,0.0005888012,0.0003318035,0.03025889,0.004527234,0.001400745,0.04045447,0.005951524,0.8018534],"study_design_scores_gemma":[0.0002674635,0.008911497,0.2518319,0.03380835,0.001358778,0.001925778,0.2858123,0.02585193,0.00985789,0.2612815,0.118128,0.0009646448],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5428736,0.06546947,0.1598976,0.05482475,0.002612422,0.01029545,0.001032498,0.0003860323,0.1626083],"genre_scores_gemma":[0.9029312,0.01470515,0.07726256,0.0007363182,0.0002915322,0.002077342,0.0002543185,0.00003526566,0.001706346],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1330107,"threshold_uncertainty_score":0.7034361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.534948990344194,"score_gpt":0.5378182418501275,"score_spread":0.002869251505933534,"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."}}