{"id":"W4392746560","doi":"10.1109/peeic59336.2023.10450355","title":"loT Based Smart Dustbin with Waste Segregation","year":2023,"lang":"en","type":"article","venue":"","topic":"Heat Transfer and Numerical Methods","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Computer science","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":[0.0001144061,0.00007146228,0.00007956543,0.00005718393,0.00001974789,0.00001098098,0.00003809267,0.00003262065,0.0001814215],"category_scores_gemma":[0.000007984217,0.00005355109,0.00001970993,0.0004283187,0.000009550869,0.00004547009,0.000002277256,0.00006839923,0.0001917534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001281251,"about_ca_system_score_gemma":0.000007319834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001614443,"about_ca_topic_score_gemma":0.00001136482,"domain_scores_codex":[0.9995775,0.00002084252,0.00007534569,0.00008050344,0.00009063733,0.0001551288],"domain_scores_gemma":[0.9997563,0.00007196394,0.000001261578,0.00009635907,0.00001199145,0.00006214109],"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":[0.0001279396,0.00008093425,0.009763945,0.0006898241,0.0001687962,0.0001056113,0.0006930607,0.4920194,0.1129609,0.00342484,0.02084423,0.3591205],"study_design_scores_gemma":[0.0006498615,0.0001201722,0.008183939,0.00003472638,0.00001587455,0.000002080231,0.00009286045,0.8172371,0.1654452,0.0001855166,0.007755116,0.0002775896],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2236579,0.000008691733,0.7480384,0.000349347,0.0001703119,0.0001115344,0.000002944178,0.001430532,0.02623043],"genre_scores_gemma":[0.9852495,0.000004253984,0.01409622,0.00008920882,0.00002725352,0.00001701204,0.000008782217,0.00002536181,0.0004823659],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7615917,"threshold_uncertainty_score":0.2464665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838649786593611,"score_gpt":0.2353747908234844,"score_spread":0.2169882929575483,"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."}}