{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002012375,0.00166538,0.002759458,0.001245894,0.001052782,0.0007094941,0.00111119,0.0008659585,0.01099142],"category_scores_gemma":[0.0004012926,0.001423243,0.0006045164,0.001425681,0.0004880853,0.0004549529,0.0007998297,0.002329807,0.01012247],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008742549,"about_ca_system_score_gemma":0.01098256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6374145,"about_ca_topic_score_gemma":0.1240796,"domain_scores_codex":[0.992326,0.001604711,0.001326392,0.0008827292,0.002430469,0.001429681],"domain_scores_gemma":[0.9920481,0.0007806882,0.001298083,0.003060455,0.002221504,0.0005912113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002490995,0.001660813,0.018856,0.0003333007,0.004312686,0.03229946,0.0723078,0.00005388357,0.00003634179,0.000002386823,0.8684174,0.001470872],"study_design_scores_gemma":[0.005612839,0.00373477,0.007308349,0.001116401,0.00278538,0.04814735,0.1364347,0.0002340624,0.0001304865,0.0001432085,0.7904407,0.003911809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7031637,0.005719458,0.000003110187,0.00004705159,0.001774234,0.006307323,0.006300131,0.001034602,0.2756504],"genre_scores_gemma":[0.860267,0.0003662951,0.00005019464,0.00004227088,0.001479535,0.0009371195,0.0006989604,0.001039806,0.1351188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5133348,"threshold_uncertainty_score":0.9999719,"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."}}