{"id":"W6907820258","doi":"10.24433/co.0525147.v1","title":"COVID-19 Malicious Domain Names Classification","year":2022,"lang":"en","type":"other","venue":"Code Ocean","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Domain (mathematical analysis); Code (set theory); Key (lock); Domain name; Identification (biology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.0005030639,0.0004570098,0.0004462966,0.0006683458,0.0001948652,0.00006415801,0.000826055,0.000337971,0.08926298],"category_scores_gemma":[0.0003204087,0.0005011447,0.0001559017,0.0004880413,0.0002122898,0.0000330334,0.0002061788,0.0004745406,0.01098588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00161218,"about_ca_system_score_gemma":0.0006358207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002070771,"about_ca_topic_score_gemma":0.0005937367,"domain_scores_codex":[0.997362,0.0003894565,0.0003133581,0.0008309859,0.0006588457,0.0004453908],"domain_scores_gemma":[0.9975514,0.00007576272,0.0005579235,0.00134284,0.00002260633,0.0004494115],"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":[0.00002970735,0.00008292624,0.001142377,0.0001368853,0.00009213766,0.00006687665,0.0003517705,0.00000994321,0.0001384423,0.00830748,0.9894941,0.0001472959],"study_design_scores_gemma":[0.0006405368,0.00003356775,0.0001322946,0.00002334526,0.00006735248,0.00003086029,0.0004541573,0.00005199641,0.000002910958,0.001054886,0.9969651,0.0005430332],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001805256,0.001684961,0.0002178171,0.001153844,0.0005415583,0.0009303726,0.004605837,0.002871144,0.9878139],"genre_scores_gemma":[0.002110043,0.00007992976,0.0007154454,0.002227281,0.000547716,0.00006397237,0.003474091,0.003712041,0.9870695],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0782771,"threshold_uncertainty_score":0.999744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04217496561256322,"score_gpt":0.3128766452259208,"score_spread":0.2707016796133576,"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."}}