{"id":"W4210988543","doi":"10.1007/978-0-85729-859-1_30","title":"Online Signature Verification","year":2014,"lang":"en","type":"book-chapter","venue":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","topic":"Handwritten Text Recognition Techniques","field":"Computer Science","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Signature (topology); Computer science; Principal (computer security); Identity (music); Data science; The Internet; Computer security; World Wide Web; Mathematics; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.000788,0.000905384,0.0007785143,0.001778024,0.0009875605,0.00186129,0.0009831229,0.00130453,0.03680581],"category_scores_gemma":[0.002004768,0.0004241212,0.0004944406,0.001067428,0.0005450955,0.002701812,0.002014996,0.001051208,0.02863664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006376997,"about_ca_system_score_gemma":0.001105108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005178956,"about_ca_topic_score_gemma":0.0007251446,"domain_scores_codex":[0.9980336,0.0001952415,0.0001113427,0.0003773098,0.001048296,0.0002342023],"domain_scores_gemma":[0.9985651,0.0001709676,0.0001010569,0.0006832138,0.0004237157,0.00005602361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003505642,0.000132262,0.0006604705,0.000144326,0.00002073218,0.0002035317,0.00005641235,0.002107214,0.04573219,0.01224315,0.03056006,0.9077891],"study_design_scores_gemma":[0.00007289412,0.0005288511,0.004399804,0.0002627683,0.000105898,0.005334958,0.0002661899,0.1279057,0.4439675,0.02923857,0.3877906,0.0001263281],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04707206,0.004596508,0.7099435,0.001444427,0.002363684,0.0005501932,0.00159031,0.01564745,0.216792],"genre_scores_gemma":[0.5255533,0.002390114,0.2047494,0.0006268304,0.0007575736,0.0001604608,0.003985922,0.0009761017,0.2608003],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03680581,"threshold_uncertainty_score":0.1231277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04982871208300459,"score_gpt":0.268290649925962,"score_spread":0.2184619378429574,"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."}}