{"id":"W4391921267","doi":"10.33524/cjar.v24i1.629","title":"Community-Based Participatory Research and Fat Studies: Tensions and Alignments","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Participatory action research; Action research; Sociology; Citizen journalism; Political science; Pedagogy; Anthropology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.3925386,0.001058458,0.002824466,0.01465924,0.03111363,0.04146464,0.007848904,0.01091837,0.005332731],"category_scores_gemma":[0.3252272,0.001642421,0.0009754298,0.01815967,0.1616273,0.03609128,0.03843023,0.01482798,0.0005447766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03291171,"about_ca_system_score_gemma":0.05668785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02443668,"about_ca_topic_score_gemma":0.03238717,"domain_scores_codex":[0.4267882,0.5107161,0.008911099,0.01572479,0.03099779,0.006861921],"domain_scores_gemma":[0.4285075,0.5125279,0.01201108,0.01954212,0.01794327,0.009468217],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005105899,0.00007054639,0.002177598,0.001008324,0.00004692962,0.0002286523,0.2284489,0.0001868538,0.00009239426,0.7181059,0.003495139,0.04608768],"study_design_scores_gemma":[0.00006554541,0.00007048754,0.001829903,0.004631384,0.00003114412,0.0002774134,0.2538528,0.0007652288,0.0001128293,0.6559595,0.08233061,0.00007312188],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05468243,0.05922966,0.1009303,0.6472071,0.00328778,0.001460985,0.000185518,0.0001509439,0.1328653],"genre_scores_gemma":[0.8770882,0.01645978,0.06171598,0.03475165,0.001318064,0.003866572,0.00009658703,0.0001900511,0.004513093],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9688864,"threshold_uncertainty_score":0.7491081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8803348871228908,"score_gpt":0.6889301954586455,"score_spread":0.1914046916642452,"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."}}