{"id":"W184457116","doi":"","title":"Community Engagement and Participation in Collective Impact Initiatives","year":2014,"lang":"en","type":"article","venue":"e-publications - Marquette  (Marquette University)","topic":"Community Health and Development","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poverty; Political science; Psychological intervention; Inclusion (mineral); Community engagement; Public relations; Collective efficacy; Inequality; Economic growth; Sociology; Psychology; Gender studies; Social science","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002785489,0.0002536919,0.0003582486,0.001273468,0.003130474,0.00003552318,0.0004277288,0.000209271,0.0008371009],"category_scores_gemma":[0.0014688,0.0002752741,0.00006149858,0.001886487,0.0001724802,0.0007142047,0.0005547547,0.001859542,0.0001196424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00156899,"about_ca_system_score_gemma":0.00112528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002029077,"about_ca_topic_score_gemma":0.005257845,"domain_scores_codex":[0.9919129,0.00637052,0.0005099471,0.0003079578,0.0002230574,0.0006755873],"domain_scores_gemma":[0.9956536,0.002502379,0.000314649,0.0007293175,0.0004273245,0.000372743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005143214,0.00146361,0.723813,0.000456326,0.0002204924,0.000007286287,0.07663874,0.00007092957,0.0001328199,0.08211926,0.1041309,0.01043231],"study_design_scores_gemma":[0.001631091,0.0001334878,0.7643432,0.00007864401,0.00002471643,7.387908e-7,0.006373719,0.0002809324,0.000008194454,0.001132336,0.2257315,0.0002614139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7565964,0.00002135673,0.001390436,0.01460411,0.0001311946,0.001661748,0.0001435142,0.0002381007,0.2252131],"genre_scores_gemma":[0.98905,0.0001183016,0.0009782355,0.003575911,0.00004697765,0.00009829093,0.0004930825,0.00001832489,0.005620845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2324536,"threshold_uncertainty_score":0.99997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.126081816033623,"score_gpt":0.4094132930026734,"score_spread":0.2833314769690505,"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."}}