{"id":"W4394321642","doi":"10.6084/m9.figshare.8959499.v1","title":"Facebook database","year":2019,"lang":"pl","type":"dataset","venue":"Figshare","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Database; Computer science; World Wide Web","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001361512,0.0005384267,0.0004352083,0.0002274687,0.0002308684,0.000952071,0.003037452,0.0005396492,0.5730966],"category_scores_gemma":[0.0009631479,0.0005633115,0.0002053232,0.0004176328,0.000008240967,0.000857231,0.001791113,0.001045351,0.5177947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001096348,"about_ca_system_score_gemma":0.0003860006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005700292,"about_ca_topic_score_gemma":0.00003887741,"domain_scores_codex":[0.9969897,0.0001527106,0.0003760442,0.001208029,0.0006853694,0.0005881012],"domain_scores_gemma":[0.9959903,0.000334826,0.0003986677,0.002866082,0.0001739424,0.0002361924],"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":[0.000006366604,0.00003823352,3.959083e-7,0.0007832754,0.00002942395,0.00007498734,0.00004548763,0.00002050305,0.000009827622,0.000003133214,0.99651,0.002478339],"study_design_scores_gemma":[0.0002437472,0.0001234689,0.00003317847,0.00485622,0.00002380552,0.00004424456,0.000002978692,0.002991357,0.0001956483,0.000008004396,0.9908087,0.0006686227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[2.509732e-7,0.0003952011,0.00005330416,0.0000723246,0.00209192,0.0009241296,0.9953024,0.0001308268,0.001029585],"genre_scores_gemma":[0.00001527562,0.00002341871,0.0001164012,0.0008199695,0.0008956692,0.00026615,0.9947135,0.00003338532,0.003116211],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05530189,"threshold_uncertainty_score":0.9996818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09597859473856864,"score_gpt":0.2894914586005146,"score_spread":0.1935128638619459,"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."}}