{"id":"W4403093473","doi":"10.29173/cjnser688","title":"Civic and Community Engagement among Poor Rural Women in Bihar: A Pilot Study","year":2024,"lang":"en","type":"article","venue":"Canadian journal of nonprofit and social economy research","topic":"Community Health and Development","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Civic engagement; Community engagement; Public engagement; Intervention (counseling); Community development; Social engagement; Rural community; Rural area; Community organization; Socioeconomics; Psychology; Political science; Economic growth; Sociology; Public relations; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01949496,0.0001123239,0.0003406949,0.0009378588,0.003597696,0.0001300212,0.000263064,0.00008186946,0.0003729082],"category_scores_gemma":[0.0002713606,0.0001061506,0.00002169924,0.0003371735,0.0002407178,0.0002309962,0.0001706466,0.004948984,0.00002271667],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001636911,"about_ca_system_score_gemma":0.006857379,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1028554,"about_ca_topic_score_gemma":0.5075371,"domain_scores_codex":[0.9936559,0.004494275,0.0005992039,0.0001021342,0.0001610031,0.0009875316],"domain_scores_gemma":[0.9972196,0.0013569,0.00007598058,0.0001231927,0.0002293945,0.0009949293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001018862,0.00009604424,0.7035661,0.0005457468,0.00006297151,0.0001128835,0.2838161,1.195991e-7,0.00000257655,0.0007334049,0.003677868,0.007284208],"study_design_scores_gemma":[0.001005702,0.001166899,0.5783612,0.0002191626,0.000004449678,0.000003788423,0.3959305,0.00001588108,2.274963e-7,0.002928078,0.02026369,0.0001004465],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861819,0.0006344336,5.429178e-7,0.004484346,0.0001942981,0.000935517,0.00000825562,0.000006544201,0.007554143],"genre_scores_gemma":[0.9984319,0.00007619998,0.00000957485,0.0003809419,0.0002110559,0.0001220507,0.000002560314,0.00001592252,0.0007497856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4046817,"threshold_uncertainty_score":0.9987728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3510127238500812,"score_gpt":0.4869245946564518,"score_spread":0.1359118708063706,"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."}}