{"id":"W3191164419","doi":"","title":"Development of a home security Robot using Deep Learning and IoT","year":2021,"lang":"en","type":"article","venue":"International journal of advance research, ideas and innovations in technology","topic":"Innovation in Digital Healthcare Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Internet of Things; Computer science; Deep learning; Artificial intelligence; Computer security; Robot; Human–computer interaction","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":[0.00230382,0.00009036413,0.0002906886,0.002116758,0.0002848424,0.00001642247,0.000224517,0.000197979,0.00002810124],"category_scores_gemma":[0.003212552,0.00009010267,0.00001698359,0.002026459,0.0002510994,0.0002442439,0.000356623,0.001508497,0.000001577189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004417265,"about_ca_system_score_gemma":0.0009142058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002355116,"about_ca_topic_score_gemma":0.0001606327,"domain_scores_codex":[0.9972568,0.0002271634,0.001461578,0.0001779823,0.0005721627,0.0003043479],"domain_scores_gemma":[0.9901285,0.0003591071,0.0006657871,0.0001060671,0.008698223,0.00004233916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001716134,0.0002047838,0.3255504,0.0004420739,0.0001368265,0.0001421128,0.003890392,0.0001358385,0.02176015,0.4278216,0.00005291253,0.2196912],"study_design_scores_gemma":[0.006921994,0.0005578224,0.1181095,0.00836205,0.00001262085,0.001621706,0.1109592,0.003776208,0.01211731,0.576674,0.1601366,0.0007510303],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880957,0.001267198,0.006444912,0.002824786,0.0004645461,0.0001675238,0.000004632765,0.00001412202,0.0007165814],"genre_scores_gemma":[0.957718,0.0003401936,0.04167589,0.00006353261,0.00009501054,0.00001496339,0.000004651223,0.00001258907,0.00007516746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2189402,"threshold_uncertainty_score":0.6553754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09332766653314047,"score_gpt":0.52521744977075,"score_spread":0.4318897832376096,"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."}}