{"id":"W7117647577","doi":"10.1080/00909882.2025.2591370","title":"Rooting in communication – rooting with community: conversations enabled by engaged scholarship","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Communication Research","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre","funders":"","keywords":"Scholarship; Organizational communication; Engaged scholarship; Scholarly communication","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":[0.02613549,0.000745788,0.000742901,0.002736432,0.02894702,0.0246365,0.002275354,0.006433053,0.01082118],"category_scores_gemma":[0.0460164,0.0006077729,0.0008658803,0.001672232,0.04403254,0.03024677,0.04393077,0.01096761,0.002393547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003916695,"about_ca_system_score_gemma":0.007687964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001974691,"about_ca_topic_score_gemma":0.002947516,"domain_scores_codex":[0.950339,0.04378035,0.0004319806,0.001272433,0.002050004,0.002126292],"domain_scores_gemma":[0.9574246,0.02678412,0.00215134,0.003908988,0.002060671,0.007670272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005860951,0.00006861954,0.001249688,0.0001555743,0.00002190263,0.0007256096,0.8585678,0.0001233956,0.0005554355,0.104143,0.0100432,0.02428707],"study_design_scores_gemma":[0.00004350976,0.0001123667,0.0008611279,0.0006315471,0.00002600739,0.0006431179,0.6002786,0.0006819261,0.0005885605,0.1574204,0.2386395,0.0000733732],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3036177,0.008743504,0.08859094,0.2109552,0.00435888,0.0004573882,0.0001122335,0.001089059,0.3820751],"genre_scores_gemma":[0.9724525,0.001165897,0.007659369,0.004730143,0.0003550824,0.0001823574,0.00003126552,0.0002434603,0.0131799],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02894702,"threshold_uncertainty_score":0.1382194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1098661714629557,"score_gpt":0.4178164251495043,"score_spread":0.3079502536865486,"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."}}