{"id":"W3034602061","doi":"10.5130/ijcre.v13i1.6745","title":"The tree of community knowledge and engagement","year":2020,"lang":"en","type":"article","venue":"Gateways International Journal of Community Research and Engagement","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island; Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada; Memorial University of Newfoundland; Eli Lilly and Company","keywords":"Sociology; Disadvantaged; Participatory action research; Narrative; Citizen journalism; Storytelling; Community engagement; Traditional knowledge; Transformative learning; Public relations; Pedagogy; Political science; Anthropology; Ecology","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":[0.0117468,0.0007171486,0.0006342385,0.003357571,0.01591001,0.01904538,0.00229317,0.005025049,0.007159273],"category_scores_gemma":[0.01134619,0.0005298801,0.000570338,0.002119357,0.07796121,0.0246559,0.02176361,0.005936655,0.001028356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007332598,"about_ca_system_score_gemma":0.008517989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005182763,"about_ca_topic_score_gemma":0.005385392,"domain_scores_codex":[0.9822088,0.01263376,0.0002997089,0.001538415,0.002226975,0.001092289],"domain_scores_gemma":[0.9910995,0.004803075,0.0006136095,0.001271732,0.0007765567,0.001435458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001933795,0.00002067657,0.0006512702,0.0001399992,0.00001223872,0.000359943,0.1655374,0.0003183096,0.0002741781,0.8129385,0.00371253,0.01601569],"study_design_scores_gemma":[0.00001346445,0.00003558619,0.0004863722,0.0003897501,0.000009713538,0.0003262592,0.08109474,0.0008476324,0.0002343442,0.723011,0.1935237,0.00002754323],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09612563,0.01013287,0.1402863,0.1031411,0.0007899714,0.0003672344,0.0002211781,0.0004874805,0.6484482],"genre_scores_gemma":[0.9692386,0.001852833,0.01354964,0.002133556,0.0001288789,0.0002119998,0.00005953541,0.0001516839,0.01267334],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01904538,"threshold_uncertainty_score":0.06212372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5197415007244252,"score_gpt":0.5479708754467487,"score_spread":0.02822937472232356,"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."}}