{"id":"W4396721795","doi":"10.5465/amle.2022.0342","title":"Making a Difference: Taking Community Stakeholders Seriously","year":2024,"lang":"en","type":"article","venue":"Academy of Management Learning and Education","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Business; Environmental planning; Psychology; Environmental science","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":[0.04099398,0.0009295736,0.000982878,0.003839171,0.0306372,0.02186981,0.003503404,0.01078566,0.006594087],"category_scores_gemma":[0.06502386,0.0008163681,0.0008030075,0.001828871,0.047891,0.03428314,0.0329409,0.01138709,0.0006832982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00783159,"about_ca_system_score_gemma":0.02204544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00800558,"about_ca_topic_score_gemma":0.01346485,"domain_scores_codex":[0.9352949,0.05012547,0.0008967649,0.002778094,0.00514152,0.005763215],"domain_scores_gemma":[0.9422876,0.03236859,0.003017795,0.003508131,0.006748066,0.01206979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004160318,0.0001692931,0.01050746,0.0002836291,0.00006739494,0.001502346,0.5993174,0.0003475233,0.001381651,0.313387,0.01194364,0.06105104],"study_design_scores_gemma":[0.00002560722,0.00008623213,0.002867952,0.0006228684,0.00004437224,0.0003894101,0.5159214,0.000661982,0.0006402892,0.3264105,0.1522658,0.00006350274],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.325986,0.005000155,0.05730252,0.3580822,0.002762818,0.000689575,0.00007915164,0.0002630147,0.2498345],"genre_scores_gemma":[0.9808534,0.0006719351,0.004951169,0.009301792,0.0001738116,0.0001551483,0.00002125312,0.00007133172,0.003800136],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04099398,"threshold_uncertainty_score":0.2167995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1590703769443744,"score_gpt":0.4028091063299636,"score_spread":0.2437387293855892,"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."}}