{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.03251757,0.00006507757,0.0001197492,0.0001400489,0.003902487,0.0002340146,0.0009690446,0.00003134864,0.0001028848],"category_scores_gemma":[0.007779369,0.00004888197,0.00003344005,0.0002540321,0.0008817884,0.0002606192,0.0005324982,0.003383844,0.000004854657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008334016,"about_ca_system_score_gemma":0.000259507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007906476,"about_ca_topic_score_gemma":0.0004951282,"domain_scores_codex":[0.9834754,0.01518308,0.0003409327,0.00003644533,0.0007849609,0.0001791935],"domain_scores_gemma":[0.9916292,0.005982945,0.0002631454,0.0001345803,0.00184685,0.0001432172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004178603,0.0007739555,0.004698745,0.00005144732,0.0003947921,0.000002781079,0.6995969,0.000007640596,0.0008419487,0.07476947,0.02529373,0.1931507],"study_design_scores_gemma":[0.0004623367,0.0004744518,0.0216163,0.00003887858,0.000007147913,0.000001902723,0.3535089,0.00001007448,0.0003128949,0.003911119,0.6196082,0.00004790916],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9013471,0.000633725,0.0001186724,0.05533299,0.0003112424,0.0001307416,0.000002809125,0.000007317316,0.04211539],"genre_scores_gemma":[0.9962012,0.002766954,0.000187565,0.000282772,0.0002199184,0.000003551557,0.00000240563,0.000004831832,0.0003308433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5943144,"threshold_uncertainty_score":0.9989154,"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."}}