{"id":"W32659051","doi":"10.1002/hbm.25130","title":"Concerns Identification in Web Applications.","year":2006,"lang":"en","type":"article","venue":"rita_","topic":"Network Security and Intrusion Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Identification (biology); Computer science; World Wide Web; Data science; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001482094,0.00004273188,0.00004791428,0.00007282475,0.00006151231,0.00008143571,0.0002601997,0.00003744702,0.00001766373],"category_scores_gemma":[0.000003695785,0.00004609105,0.00001852429,0.0004051927,0.00001707046,0.0003024155,0.00004251479,0.00006633048,0.0001893877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003547427,"about_ca_system_score_gemma":0.00001718231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008244671,"about_ca_topic_score_gemma":0.0002550608,"domain_scores_codex":[0.9994323,0.00002515082,0.0001584547,0.0001810657,0.0001026335,0.0001004159],"domain_scores_gemma":[0.9996358,0.00002141204,0.00004433474,0.0002534855,0.00002887627,0.0000161468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003693741,0.0001854087,0.002322632,0.0000136453,0.000002669834,0.000002776666,0.0001796527,0.0007085304,0.01306467,0.8417662,0.01153774,0.1302124],"study_design_scores_gemma":[0.0006837476,0.00004023043,0.04006633,0.00002456295,0.000003944364,0.00001141599,0.00002657817,0.1957496,0.01844572,0.1484166,0.5961608,0.0003704603],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1333152,0.0006535139,0.8429768,0.001784258,0.0004954066,0.0005075072,0.000003505273,0.000386793,0.01987706],"genre_scores_gemma":[0.9977698,0.00002534092,0.0015506,0.00007269372,0.000166817,0.00006116153,0.000004550533,0.000002588371,0.0003464777],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8644546,"threshold_uncertainty_score":0.2434259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00972661688786455,"score_gpt":0.2371625475785124,"score_spread":0.2274359306906479,"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."}}