{"id":"W6892498513","doi":"10.5281/zenodo.11482273","title":"BOKSBURG, SOUTH AFRICA +27710971100 BLACK MONEY CLEANING SSD CHEMICAL SOLUTION IN MPUMALANGA, NORWESTTH , JOHANNESBURG, BOTSWANA, KENYA, GHANA, INDIA, UGANDA, SOMALIA, INDIA","year":2024,"lang":"en","type":"dissertation","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Forensic Fingerprint Detection Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cape; Liberian dollar; Currency; Clean water; Free state; Port (circuit theory)","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003939487,0.0005757065,0.0006644682,0.001466158,0.002663105,0.001677741,0.001714231,0.0008908444,0.006872706],"category_scores_gemma":[0.003205367,0.0006961464,0.0002775298,0.002627478,0.0006318756,0.0005090183,0.0007405409,0.002058252,0.008946978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001340338,"about_ca_system_score_gemma":0.0001061707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009142373,"about_ca_topic_score_gemma":0.00007494369,"domain_scores_codex":[0.9931893,0.001543455,0.0009710208,0.001416239,0.001556925,0.001323043],"domain_scores_gemma":[0.9972937,0.0001338237,0.0005317458,0.0007318351,0.0008019481,0.0005069202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009481604,0.0005363001,0.0001191701,0.001456304,0.0005055983,0.0004203143,0.4996051,0.0001679246,0.01089917,0.01509415,0.3030738,0.167174],"study_design_scores_gemma":[0.0009496675,0.0002770833,0.002398389,0.0008395155,0.0001701662,0.0000287257,0.04203052,0.0006471587,0.002028939,0.002099597,0.9471011,0.001429198],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4515171,0.001029789,0.00119835,0.001004312,0.00331113,0.002950206,0.0005432341,0.003594237,0.5348516],"genre_scores_gemma":[0.9617325,0.0002721332,0.001535058,0.0001277221,0.001476409,0.000001461812,0.005299224,0.003569468,0.02598601],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6440272,"threshold_uncertainty_score":0.999549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03040338385491795,"score_gpt":0.2883129811656481,"score_spread":0.2579095973107302,"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."}}