{"id":"W4317000320","doi":"10.1145/3573074.3573100","title":"MSR4P&S 2022 Workshop Summary","year":2023,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Event (particle physics); Software engineering; Software; Joint (building); Engineering; Computer science; Software security assurance; Library science; Engineering management; Information security; Computer security; Operating system; Civil engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02035865,0.002357493,0.0009174708,0.002016483,0.002434924,0.01234681,0.003301112,0.005465026,0.1151374],"category_scores_gemma":[0.01708238,0.0007888667,0.001617843,0.001623869,0.0006830599,0.004843547,0.009811666,0.006905673,0.0942324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003535009,"about_ca_system_score_gemma":0.007909828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003953089,"about_ca_topic_score_gemma":0.005803696,"domain_scores_codex":[0.9899281,0.001969712,0.0004298927,0.001164892,0.004777695,0.001729717],"domain_scores_gemma":[0.9787396,0.00232707,0.0005008833,0.0008967313,0.008377184,0.009158552],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002065888,0.0001155353,0.00008060561,0.0002491262,0.000008250418,0.0001256502,0.000234413,0.0003219594,0.001069685,0.001404089,0.9666921,0.02949208],"study_design_scores_gemma":[0.00004167993,0.0001343964,0.0005132023,0.0002336767,0.000004669348,0.00004654043,0.0003652037,0.0002296842,0.0005934335,0.0008532458,0.9969569,0.00002735582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01669416,0.01970796,0.03132095,0.2431925,0.2607794,0.004950064,0.02568422,0.007473715,0.3901969],"genre_scores_gemma":[0.0551506,0.01127921,0.01758423,0.0306897,0.04046621,0.004424132,0.03148389,0.003971442,0.8049507],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9796413,"threshold_uncertainty_score":0.3851728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04064116797096336,"score_gpt":0.3001873272997182,"score_spread":0.2595461593287549,"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."}}