{"id":"W4407839354","doi":"10.2139/ssrn.5146990","title":"REAL TIME TEMPERATURE AND HUMIDITY MONITORING SYSTEM","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"IoT-based Smart Home Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Humidity; Environmental science; Apparent temperature; Meteorology; Atmospheric sciences; Real-time computing; Computer science; Geography; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000234397,0.0004094135,0.0005021101,0.0006143296,0.0003743967,0.000613264,0.0005701084,0.0005332375,0.007901085],"category_scores_gemma":[0.0003579343,0.0001753228,0.0001977035,0.0004114496,0.0001092528,0.0005690234,0.0003339823,0.0003004854,0.003305133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001893071,"about_ca_system_score_gemma":0.0002577394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008246593,"about_ca_topic_score_gemma":0.000966922,"domain_scores_codex":[0.9994946,0.00004865788,0.00003040701,0.0001598019,0.00022496,0.00004160739],"domain_scores_gemma":[0.9996959,0.00003623355,0.00004363084,0.00004543302,0.0001522439,0.00002652342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001949081,0.0007127126,0.02899689,0.0005491856,0.0001435544,0.0007945896,0.0005122972,0.005438641,0.5065275,0.002028599,0.05322772,0.3991192],"study_design_scores_gemma":[0.0003260879,0.001933455,0.1072573,0.00009766669,0.0004310017,0.003150158,0.0004369831,0.2704023,0.5095133,0.001682163,0.1044285,0.0003410623],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4915536,0.002014957,0.364289,0.001302331,0.002302918,0.0007149269,0.005652456,0.04044414,0.09172564],"genre_scores_gemma":[0.9434307,0.0003086056,0.02222585,0.0004198616,0.0002371791,0.0001810852,0.001122295,0.0001725143,0.03190205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007901085,"threshold_uncertainty_score":0.02643174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002316325486529226,"score_gpt":0.192358763170575,"score_spread":0.1900424376840457,"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."}}