{"id":"W2914376964","doi":"10.1093/cdj/bsy066","title":"The promise of collective impact partnerships","year":2018,"lang":"en","type":"article","venue":"Community Development Journal","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"General partnership; Perspective (graphical); Work (physics); Public relations; Focus group; Sociology; Political science; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004513483,0.0001722343,0.0003559768,0.0002039983,0.004105148,0.0002308802,0.0009939139,0.0000838749,0.000369671],"category_scores_gemma":[0.0007931847,0.0001384535,0.0001502388,0.0004773125,0.0003710896,0.0002374339,0.0002779061,0.0009693486,0.0001625064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006030293,"about_ca_system_score_gemma":0.0006959035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009181385,"about_ca_topic_score_gemma":0.0004018469,"domain_scores_codex":[0.9982634,0.0003417942,0.0008241431,0.00007907887,0.00009083926,0.0004008042],"domain_scores_gemma":[0.9980571,0.0004383522,0.0006417157,0.000428095,0.0002739594,0.0001608051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007105808,0.001316954,0.5866097,0.00005342971,0.002238027,0.00000753019,0.2643847,0.000005112832,0.0001672202,0.03388647,0.05027813,0.06034216],"study_design_scores_gemma":[0.001343001,0.0004240303,0.8013749,0.0000806045,0.000009544478,0.00004890408,0.005842849,0.00004715168,0.001008588,0.08009676,0.109249,0.0004747635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.951911,0.0004689636,0.0004732066,0.0004749863,0.000371245,0.0001692257,0.000007477764,0.00002031331,0.04610353],"genre_scores_gemma":[0.9963041,0.0001259222,0.001109015,0.00006809585,0.00009596471,0.000007142725,0.000005248385,0.00001771968,0.002266769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2585418,"threshold_uncertainty_score":0.9971914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1808305664206036,"score_gpt":0.3121412510509042,"score_spread":0.1313106846303006,"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."}}