{"id":"W7039679925","doi":"","title":"MINDWAR: Psychological Warfare and PSYOPS","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Urban Transport Systems Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incarnation; Hollywood; Realm; Adversary; Public opinion; Cult; Vampire; Politics; Iraq 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001251033,0.0003216063,0.0004800012,0.0001100209,0.00004514092,0.00002648701,0.0002404682,0.0003365717,0.6962768],"category_scores_gemma":[0.00001428354,0.0003236483,0.0001522685,0.00001133224,0.00005606103,1.063133e-7,0.00003696994,0.0003132399,0.002988698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004478992,"about_ca_system_score_gemma":0.000004085707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001342683,"about_ca_topic_score_gemma":0.0009628999,"domain_scores_codex":[0.9986495,0.00003372763,0.0005487443,0.0001911168,0.0003377355,0.0002391151],"domain_scores_gemma":[0.9992804,0.00003408022,0.000189823,0.0003588606,0.00003128676,0.000105534],"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":[0.00001008604,0.00001650256,0.00001912132,0.000519226,0.0001308459,0.00002616263,0.00008723514,0.0005840307,2.924972e-7,0.000006330928,0.9975957,0.001004506],"study_design_scores_gemma":[0.0002702714,0.00006928174,0.00003865642,0.00006623862,0.0000892559,0.00006913424,0.00008291241,0.00005741553,0.000001044683,0.00000167927,0.9989296,0.0003244764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002488967,0.001201157,7.733047e-7,0.00003024245,0.0002566027,0.0002617829,0.0002052503,0.0004041524,0.9973912],"genre_scores_gemma":[0.00449777,0.0003176314,0.0004290341,0.00006248907,0.00009751502,0.00002742393,0.0002294523,0.0001639774,0.9941747],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6932881,"threshold_uncertainty_score":0.9999216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005716729225373032,"score_gpt":0.1746431357747377,"score_spread":0.1689264065493647,"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."}}