{"id":"W4409158361","doi":"10.63315/jrcd.v20i1.2408","title":"Understanding and Building Community Capacity Through Conversation: A Conversation Forward Community Capacity Assessment Tool (CCAT) to Catalyze Action","year":2025,"lang":"en","type":"article","venue":"Journal of rural and community development","topic":"Community Health and Development","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Conversation; Action (physics); Sociology; Action research; Business; Psychology; Political science; Pedagogy; Communication; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01024453,0.0003919858,0.0007850548,0.0004423368,0.01170502,0.0001038365,0.0006340041,0.0002961931,0.00004110419],"category_scores_gemma":[0.00077979,0.0003660489,0.00008843491,0.0005576044,0.0002537839,0.0007665001,0.001185194,0.007880588,0.000005947485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003666139,"about_ca_system_score_gemma":0.001534101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01111979,"about_ca_topic_score_gemma":0.008024282,"domain_scores_codex":[0.988467,0.008703336,0.001583992,0.0001103803,0.0005304336,0.0006048903],"domain_scores_gemma":[0.9935121,0.003852861,0.0008802795,0.0006700069,0.0007093123,0.0003754309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001122574,0.001404227,0.161996,0.004456617,0.0008061261,0.000003803044,0.7815229,0.00004682942,0.002093059,0.01719799,0.005010861,0.02433904],"study_design_scores_gemma":[0.003121706,0.0004181448,0.4342303,0.002146428,0.000100451,0.00003581508,0.530124,0.00006891428,0.0006005797,0.02226468,0.006424178,0.0004647795],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622284,0.00006880531,0.02826708,0.006136262,0.0008127621,0.001011461,0.00001480228,0.00006287212,0.001397586],"genre_scores_gemma":[0.9822727,0.0002408238,0.01379635,0.003457024,0.0000526284,0.00005559283,0.00003466158,0.00001826752,0.00007190809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2722343,"threshold_uncertainty_score":0.9998791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.265134632661376,"score_gpt":0.4296284505566405,"score_spread":0.1644938178952645,"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."}}