{"id":"W4396552723","doi":"10.22214/ijraset.2024.60664","title":"Eye Based Secure Authentication System","year":2024,"lang":"en","type":"article","venue":"International Journal for Research in Applied Science and Engineering Technology","topic":"Biometric Identification and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Computer science; Computer security; Authentication (law)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003868074,0.00005839741,0.00006506008,0.004891275,0.0001592201,0.0008750044,0.001468575,0.00007132567,0.000001488638],"category_scores_gemma":[0.0002512107,0.0000529156,0.00001817967,0.003591541,0.0001852066,0.0002668786,0.0001917486,0.0004008177,0.00001125815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004298306,"about_ca_system_score_gemma":0.0002847936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002473023,"about_ca_topic_score_gemma":5.287212e-7,"domain_scores_codex":[0.9984164,0.000008403643,0.0001859219,0.0002953421,0.0007955363,0.0002984205],"domain_scores_gemma":[0.9991808,0.0001100334,0.00002063196,0.0001690579,0.0004446766,0.00007482606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000002645554,0.00001371946,0.00001720813,0.00003552225,0.000005486218,0.00001723194,0.00008901364,0.0000951229,0.02728954,0.9275622,0.0001698233,0.04470253],"study_design_scores_gemma":[0.0001581159,0.00002228742,0.0001595024,0.00009237917,7.710253e-7,0.00007162442,0.0001016907,0.9366816,0.003710373,0.01236688,0.04656158,0.00007325519],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01638335,0.0003780447,0.9643148,0.01590318,0.002060049,0.0002590605,0.000005029829,0.0003217073,0.0003747844],"genre_scores_gemma":[0.9787933,0.00002217834,0.02102349,0.00001518076,0.00006009975,0.00005729833,0.000001036906,0.000004495575,0.00002298183],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9624099,"threshold_uncertainty_score":0.8437688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04732955192066598,"score_gpt":0.3881503102901432,"score_spread":0.3408207583694773,"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."}}