{"id":"W6892557360","doi":"10.5281/zenodo.10298186","title":"What if you buy nurses fake degrees?-buydiploma.org","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Robot Manipulation and Learning","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honesty; Certificate; Competence (human resources); Exploit; Nurse education; Quality (philosophy); Compromise; Malpractice; Purchasing; Vetting","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000622798,0.0004703409,0.0003011154,0.0007366991,0.002549624,0.004954009,0.0005441547,0.002133621,0.528505],"category_scores_gemma":[0.00577706,0.0002635497,0.000253379,0.0007505725,0.0007748869,0.004842587,0.00214846,0.00215491,0.3364791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086827,"about_ca_system_score_gemma":0.0009768946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001409008,"about_ca_topic_score_gemma":0.003404719,"domain_scores_codex":[0.9994404,0.0001066438,0.0000296655,0.00006650523,0.0002381283,0.0001186307],"domain_scores_gemma":[0.9963526,0.00091102,0.0002787485,0.0003190371,0.0008178613,0.001320753],"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":[0.0000434632,0.00005305039,0.0006827436,0.0001366484,0.000002575943,0.0001672511,0.0002983466,0.00001303373,0.0003584494,0.002890821,0.930664,0.06468961],"study_design_scores_gemma":[0.000007471309,0.00002821905,0.001319094,0.00005840358,0.000002223592,0.0002059968,0.0006194205,0.00004838951,0.0003184119,0.0004425562,0.9969332,0.00001656375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00616563,0.001885469,0.0008003464,0.03685556,0.009470588,0.0001368633,0.002243659,0.002729392,0.9397125],"genre_scores_gemma":[0.02259559,0.0013923,0.0008585762,0.01793587,0.002001219,0.00008070205,0.00090795,0.0008544308,0.9533734],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.471495,"threshold_uncertainty_score":0.6725304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04862042139452219,"score_gpt":0.2622271380380949,"score_spread":0.2136067166435728,"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."}}