{"id":"W2962684953","doi":"10.54656/ruom4253","title":"Dimensions of Community Change: How the Community of Sudbury Responded to Industrial Exposures and Cleaned up its Environment","year":2018,"lang":"en","type":"article","venue":"Journal of Community Engagement and Scholarship","topic":"Community Health and Development","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pride; Sense of place; Environmental change; Public relations; Political science; Sociology; Climate change; Social science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0407672,0.0002834477,0.0007459527,0.0004285349,0.008071812,0.00004028746,0.001287089,0.0002909713,0.0001087515],"category_scores_gemma":[0.00511072,0.0001962015,0.0001017328,0.0003660024,0.0005039537,0.0004088641,0.00253282,0.01249251,0.000005674811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001598995,"about_ca_system_score_gemma":0.0003006474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001078105,"about_ca_topic_score_gemma":0.00129784,"domain_scores_codex":[0.9496961,0.04786789,0.001257531,0.00006608253,0.0006468472,0.0004655659],"domain_scores_gemma":[0.9867507,0.009548097,0.001211738,0.001365218,0.0006731483,0.0004511625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.006898573,0.00227597,0.2036301,0.001310451,0.0005574842,0.000004482307,0.7030101,0.000003259439,0.01220245,0.001187275,0.01304704,0.05587276],"study_design_scores_gemma":[0.004093166,0.003441889,0.7746011,0.0009983199,0.0001382636,0.00001165776,0.1770972,0.000003095308,0.002191542,0.001530737,0.03564004,0.0002530186],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900511,0.000544936,0.00002274002,0.007285889,0.0004765858,0.001166126,0.00003095659,0.00001507884,0.000406615],"genre_scores_gemma":[0.9956933,0.0008487234,0.0003619487,0.00265774,0.0001687529,0.00003095642,0.00001191897,0.00002457921,0.0002021308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.570971,"threshold_uncertainty_score":0.9932196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5440613494480623,"score_gpt":0.4407721463763824,"score_spread":0.1032892030716799,"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."}}