{"id":"W6980320250","doi":"","title":"2021-09-26 - BTWRLM440 - Demonstrating A Non-fraudulent Exigency","year":2021,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Health and Medical Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Law enforcement; Terrorism; Cybercrime; Currency; Phone; Ransomware; China; National security; Enforcement","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":[0.000795118,0.001293966,0.00199248,0.0006637279,0.0003373353,0.0000538012,0.001377965,0.0007412402,0.09505568],"category_scores_gemma":[0.001028823,0.001119795,0.0007084027,0.0002659349,0.000680269,0.00006345953,0.00213896,0.004540876,0.01073524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002410859,"about_ca_system_score_gemma":0.001314697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05153808,"about_ca_topic_score_gemma":0.1057118,"domain_scores_codex":[0.9905028,0.001782963,0.002209846,0.001852802,0.00100799,0.002643575],"domain_scores_gemma":[0.9940794,0.001892297,0.001254039,0.001123705,0.0001173579,0.001533234],"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":[0.0001438696,0.0002331341,0.004642528,0.002171544,0.0006156664,0.0004605573,0.00935715,4.287615e-7,0.00008974488,0.001195187,0.9747536,0.006336659],"study_design_scores_gemma":[0.001438832,0.0003579223,0.002428808,0.0141413,0.000122931,0.00002631168,0.00149946,0.0004868534,0.00002934305,0.0007588964,0.9777337,0.0009756476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006695882,0.00373477,0.01407908,0.00114791,0.005342485,0.002781125,0.0006783419,0.000501082,0.9710656],"genre_scores_gemma":[0.003509402,0.003149819,0.005129934,0.002866348,0.005152343,0.001056656,0.0009655713,0.001040923,0.977129],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08432045,"threshold_uncertainty_score":0.9999812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04511292265009221,"score_gpt":0.3758849367741849,"score_spread":0.3307720141240927,"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."}}