{"id":"W3014181274","doi":"10.36227/techrxiv.12061194.v1","title":"Home Automation and Security using IoT - “Keyless Door Entry”","year":2020,"lang":"en","type":"preprint","venue":"","topic":"IoT-based Smart Home Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Key (lock); Internet of Things; Computer science; Computer security; Automation; World Wide Web; Internet privacy; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001584428,0.0003393371,0.0004600785,0.0001363889,0.00004306316,0.0001620863,0.0001699943,0.0003778729,0.00008235419],"category_scores_gemma":[0.00001665011,0.000359845,0.00008479342,0.0001214821,0.00002537638,0.00006236722,0.0002792576,0.000524389,0.00005402023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002141182,"about_ca_system_score_gemma":0.00005187308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002342933,"about_ca_topic_score_gemma":0.00003379949,"domain_scores_codex":[0.9986742,0.00005484559,0.0003870915,0.0003838395,0.0002361823,0.0002638542],"domain_scores_gemma":[0.9993584,0.00003623658,0.00007308761,0.0003501791,0.0000395938,0.0001425268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001073898,0.0002488922,0.02548654,0.07701822,0.002856613,0.000427668,0.03033902,0.7245374,0.07871051,0.01146554,0.03707511,0.01172708],"study_design_scores_gemma":[0.0002819275,0.000008909517,0.001326419,0.0002816756,0.00004725716,0.00001382609,0.0001081947,0.9931821,0.00240598,0.0006811487,0.001129671,0.0005329106],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965284,0.0005604163,0.02482815,0.000104059,0.002769004,0.0006073446,0.00007251702,0.001667521,0.004106937],"genre_scores_gemma":[0.9968722,0.00002602585,0.002357821,0.0000266417,0.0005334798,0.00001489789,0.0000604647,0.00007497245,0.0000335015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2686447,"threshold_uncertainty_score":0.9998854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01634742522996538,"score_gpt":0.2306414250521264,"score_spread":0.214293999822161,"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."}}