{"id":"W6939513989","doi":"10.6084/m9.figshare.21805425.v1","title":"Phishing Detection using Decision Tree Model","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Phishing; Trojan; Decision tree; Order (exchange); Tree (set theory); Private information retrieval; Malware; Resource (disambiguation)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009727251,0.0000897507,0.00007367488,0.0001820028,0.0002258458,0.0002663713,0.0004160519,0.00008081674,0.0007822461],"category_scores_gemma":[0.0004651635,0.00009206357,0.00005891183,0.0008602149,0.000001503701,0.0008384051,0.0002238134,0.0001240798,0.001414951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006468517,"about_ca_system_score_gemma":0.00003301153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000107517,"about_ca_topic_score_gemma":0.00002645522,"domain_scores_codex":[0.9991261,0.00001932771,0.0001183217,0.0002844479,0.000248307,0.0002035318],"domain_scores_gemma":[0.9993992,0.0001055347,0.00005473097,0.0003213072,0.00006053118,0.00005871931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001104757,0.00001800745,0.000016235,0.00004979916,0.00001068009,0.00003220307,0.0007325753,0.1940515,0.01192388,0.00008059436,0.06777292,0.7253006],"study_design_scores_gemma":[0.00009111952,0.00001505676,0.0004900165,0.0002076049,0.000001440318,0.00001058669,0.000004289531,0.9893761,0.005238928,0.002044428,0.002405929,0.0001145207],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1294476,0.0001897095,0.8483933,0.0002540673,0.002152267,0.0005995421,0.008869709,0.005981737,0.004112083],"genre_scores_gemma":[0.9923153,0.000001343704,0.00628296,0.0000982936,0.0001810224,0.00002956372,0.0009783828,0.00001747197,0.00009567029],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8628677,"threshold_uncertainty_score":0.9993626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1050726567472302,"score_gpt":0.292185476122148,"score_spread":0.1871128193749178,"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."}}