{"id":"W4390117797","doi":"10.33524/cjar.v23i2.669","title":"Gullion, J. S., &amp; Tilton, A. (2020). Researching with: A decolonizing approach to community-based action research. Brill.","year":2023,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Community Health and Development","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Brill; Action research; Action (physics); Sociology; Pedagogy; History; Classics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.07463536,0.0001744677,0.0003305952,0.003928155,0.02169524,0.0002379329,0.001461514,0.0002465397,0.0002674474],"category_scores_gemma":[0.007241742,0.0001290132,0.00007385088,0.006288929,0.0004956783,0.0003313409,0.0003025466,0.01404429,0.001135873],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003914759,"about_ca_system_score_gemma":0.02472113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2276956,"about_ca_topic_score_gemma":0.768955,"domain_scores_codex":[0.9731902,0.02118883,0.0008054605,0.0002195244,0.002355282,0.002240663],"domain_scores_gemma":[0.9831088,0.008465608,0.0002280271,0.001076806,0.004807472,0.00231329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001843292,0.0001544042,0.01097939,0.001062462,0.0001124507,0.0000941161,0.05697386,0.002482723,0.000647473,0.0009943859,0.9063069,0.01834857],"study_design_scores_gemma":[0.001045883,0.0005763275,0.04505785,0.0007906441,0.000008208453,0.00006864929,0.05559739,0.0003355955,0.00006900037,0.002184015,0.8940758,0.0001906299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8804682,0.0001264498,0.0006860909,0.1009079,0.0007004939,0.002459835,0.00002336201,0.00007192788,0.01455575],"genre_scores_gemma":[0.9883951,0.0001728798,0.001541972,0.001759367,0.0006784301,0.0002455797,0.00005612666,0.0000767269,0.00707383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5412593,"threshold_uncertainty_score":0.999909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7610683009353868,"score_gpt":0.6158465448202475,"score_spread":0.1452217561151393,"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."}}