{"id":"W2070602439","doi":"10.1109/cw.2014.44","title":"A Concept of Social Behavioral Biometrics: Motivation, Current Developments, and Future Trends","year":2014,"lang":"en","type":"article","venue":"","topic":"User Authentication and Security Systems","field":"Computer Science","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biometrics; Behavioral modeling; Computer science; Behavioral pattern; Identification (biology); Style (visual arts); Behavioural sciences; Authentication (law); Handwriting; Human–computer interaction; Social behavior; Domain (mathematical analysis); Psychology; Cognitive psychology; Artificial intelligence; Computer security","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005665453,0.0009682444,0.0009593725,0.003166319,0.0008069044,0.003552231,0.001729323,0.002624261,0.002256552],"category_scores_gemma":[0.004493478,0.0005151682,0.000484367,0.004255017,0.005089476,0.008922509,0.001830577,0.002953204,0.0009539329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001936223,"about_ca_system_score_gemma":0.001982894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001712522,"about_ca_topic_score_gemma":0.0008669593,"domain_scores_codex":[0.9979702,0.0007094179,0.0001238238,0.0005162158,0.0005499964,0.000130384],"domain_scores_gemma":[0.991978,0.00486707,0.0004996991,0.0004925106,0.001673559,0.0004891273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001271835,0.0002138824,0.01087524,0.00194821,0.00005129444,0.0002490966,0.001184108,0.001428141,0.00229919,0.2061903,0.01301057,0.7624229],"study_design_scores_gemma":[0.00004787635,0.0008827143,0.02226034,0.004343178,0.0001134889,0.003851424,0.006277651,0.02413343,0.003469029,0.270944,0.6633017,0.0003751605],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01768613,0.7987834,0.09661085,0.04701816,0.002305477,0.0002237367,0.0002323613,0.0002205164,0.03691929],"genre_scores_gemma":[0.2656685,0.611948,0.09266978,0.007619359,0.00968965,0.0005096505,0.0004996214,0.00009936417,0.01129624],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005665453,"threshold_uncertainty_score":0.02996212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02941317890836485,"score_gpt":0.2902578656565682,"score_spread":0.2608446867482034,"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."}}