{"id":"W1997036407","doi":"10.1093/phr/116.s1.20","title":"Partnerships and Coalitions for Community-Based Research","year":2001,"lang":"en","type":"article","venue":"Public Health Reports","topic":"Community Health and Development","field":"Health Professions","cited_by":181,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Community-based participatory research; Public relations; General partnership; Participatory action research; Citizen journalism; Community organization; Atlanta; Community health; Community engagement; Sociology; State (computer science); Political science; Health promotion; Public health; Public administration; Medicine; Metropolitan area; Nursing; 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":[0.04304938,0.0001671769,0.0004069312,0.0004791083,0.01090613,0.00004546998,0.0002014796,0.0002220633,0.0002434566],"category_scores_gemma":[0.004834039,0.0001616962,0.00004835095,0.0007437408,0.0001920868,0.0001564183,0.0002320331,0.002541866,0.00002852134],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007229657,"about_ca_system_score_gemma":0.009939658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003028229,"about_ca_topic_score_gemma":0.006706356,"domain_scores_codex":[0.9889346,0.006841897,0.001379589,0.0003069002,0.0005421703,0.001994841],"domain_scores_gemma":[0.9891064,0.00671808,0.0004195725,0.00111717,0.00103579,0.001602963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001706748,0.001190042,0.4455226,0.006072861,0.00003714415,0.00006880292,0.02194701,0.000001131992,0.000004567119,0.03653482,0.4347631,0.0536872],"study_design_scores_gemma":[0.0006613487,0.0001983697,0.02765978,0.0001779666,0.000001774396,0.00003980063,0.007764447,0.00006030791,3.776949e-7,0.00655137,0.956753,0.0001315119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2900136,0.0007738146,0.00441692,0.6698443,0.001055799,0.007481142,0.00005119199,0.0004905434,0.02587274],"genre_scores_gemma":[0.9478391,0.0002936717,0.003166401,0.04191093,0.0002485414,0.003155843,0.0005997613,0.00004451204,0.002741189],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6578256,"threshold_uncertainty_score":0.9997593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.862091702639167,"score_gpt":0.61881825530409,"score_spread":0.2432734473350771,"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."}}