{"id":"W3118296927","doi":"","title":"Palmprint authentication technologies, systems and applications","year":2004,"lang":"en","type":"article","venue":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","topic":"Biometric Identification and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Biometrics; Computer science; Password; Robustness (evolution); Authentication (law); Process (computing); Artificial intelligence; Computer security; Computer vision","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":[0.00065166,0.0001329314,0.0001290566,0.002358721,0.001101114,0.0002285475,0.001407121,0.0001189049,0.000003089195],"category_scores_gemma":[0.0001935341,0.0001434844,0.00005248587,0.003541818,0.001187091,0.0005476251,0.0009464968,0.0005081118,0.0001002239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00050871,"about_ca_system_score_gemma":0.0006680855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005092155,"about_ca_topic_score_gemma":0.00004879388,"domain_scores_codex":[0.9979696,0.0001197452,0.0001917519,0.0005973272,0.0006853561,0.000436249],"domain_scores_gemma":[0.9985843,0.0001730451,0.00007573745,0.0007376482,0.0002535245,0.0001757648],"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":[0.00000592304,0.0001101852,0.0001330689,0.00002222442,0.00001531897,0.00001815168,0.00007848081,0.00006175239,0.003519211,0.9822872,0.00005876779,0.01368976],"study_design_scores_gemma":[0.002193197,0.0002289806,0.03023447,0.0002562246,0.00003150474,0.0002980273,0.001397616,0.01360206,0.0062039,0.2254212,0.7191445,0.0009884144],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003187009,0.0005146444,0.9871803,0.002199599,0.0001028021,0.0006506895,0.00004338728,0.0005833706,0.005538187],"genre_scores_gemma":[0.9827076,0.0004390894,0.01614929,0.00001411225,0.00003369663,0.00002619407,0.00003007831,0.000006057429,0.000593911],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9795206,"threshold_uncertainty_score":0.8468989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04342827606327832,"score_gpt":0.2816158555811532,"score_spread":0.2381875795178748,"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."}}