{"id":"W6911611504","doi":"10.5281/zenodo.12368256","title":"{pdf download} The Mosaic Effect: How the Chinese Communist Party Started a Hybrid WAR in America's Backyard by Scott McGregor BCOM, Ina Mitchell, Finn Lau, Ivy Li","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Communism, Protests, Social Movements","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Communism; Mosaic; China; Publishing; Spanish Civil War","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002898777,0.0002719999,0.0002738063,0.0001470091,0.00611847,0.00205377,0.002940742,0.00008454244,0.005214284],"category_scores_gemma":[0.002142352,0.0001941627,0.0001217189,0.002020593,0.001255553,0.000436474,0.001986428,0.001095466,0.007498519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004401546,"about_ca_system_score_gemma":0.00002539064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002565197,"about_ca_topic_score_gemma":0.0001566692,"domain_scores_codex":[0.9936017,0.004104402,0.000315708,0.0004293766,0.0008580225,0.000690805],"domain_scores_gemma":[0.9978958,0.0005178871,0.0001347123,0.000969155,0.0003003041,0.0001821195],"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":[0.00007815558,0.0002326627,0.0001372404,0.00008524222,0.0001116031,0.00003233683,0.03201991,0.00001041246,0.001471583,0.0006856095,0.8410116,0.1241237],"study_design_scores_gemma":[0.0004360284,0.0002078489,0.0007236812,0.0000713855,0.00002042375,0.000006339477,0.004338351,0.0004746571,0.000122026,0.0004454351,0.9929192,0.0002346169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6930083,0.005903436,0.0007459182,0.1532996,0.001131256,0.008601327,0.001973343,0.00466403,0.1306728],"genre_scores_gemma":[0.9947574,0.0008314241,0.00002381712,0.00080333,0.0001668956,0.000001749676,0.0008764103,0.0006423395,0.001896691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.301749,"threshold_uncertainty_score":0.9989822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01975928985820681,"score_gpt":0.273177730381307,"score_spread":0.2534184405231002,"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."}}