{"id":"W7027449995","doi":"","title":"Collective Impact Case Study: Vibrant Communities","year":2013,"lang":"en","type":"report","venue":"Issue Lab (Candid)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Liquation; Dysgeusia; Diafiltration; Emperipolesis; Triacetin; Durvalumab","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00174808,0.0003791264,0.0002555799,0.001271796,0.01304312,0.00243119,0.001557823,0.003174352,0.0106296],"category_scores_gemma":[0.003388991,0.0001958548,0.0003715455,0.00196096,0.002134151,0.001873048,0.003424336,0.0018007,0.001017412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003747276,"about_ca_system_score_gemma":0.006729511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1384649,"about_ca_topic_score_gemma":0.3045722,"domain_scores_codex":[0.9976498,0.0007125072,0.00004766204,0.0001645284,0.0006693137,0.000756081],"domain_scores_gemma":[0.9967948,0.0009083369,0.0001826473,0.0002105207,0.0006758796,0.001227835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001146382,0.009806131,0.1265034,0.001646856,0.0001666684,0.08985075,0.1763799,0.0196797,0.007539572,0.187372,0.1873913,0.1925173],"study_design_scores_gemma":[0.0004058981,0.001320674,0.05921823,0.0005856795,0.0001028113,0.0113923,0.4465662,0.01243918,0.004546825,0.0190309,0.4442239,0.0001675245],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7345322,0.0004435593,0.0086733,0.008100661,0.0002756694,0.002161842,0.001508572,0.0001784853,0.2441257],"genre_scores_gemma":[0.9337854,0.0004612748,0.008993752,0.001003242,0.00007077281,0.0007210264,0.000611318,0.00004172444,0.05431131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1384649,"threshold_uncertainty_score":0.275318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07117958361963211,"score_gpt":0.3732733976823982,"score_spread":0.3020938140627661,"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."}}