{"id":"W4382395151","doi":"10.18280/ts.400333","title":"Intelligent Home Scene Recognition Based on Image Processing and Internet of Things","year":2023,"lang":"en","type":"article","venue":"Traitement du signal","topic":"Remote Sensing and Land Use","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Internet of Things; Computer science; Computer vision; Artificial intelligence; Image processing; The Internet; Image (mathematics); Computer graphics (images); Multimedia; Internet privacy; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003141209,0.00008708453,0.0001067473,0.0001240935,0.00004959213,0.00005235706,0.00005323936,0.00002882697,0.0006264739],"category_scores_gemma":[0.00001185334,0.00006592654,0.00002883555,0.0001560914,0.00004605011,0.0001120293,0.00000404478,0.00006931629,0.00008194122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002451954,"about_ca_system_score_gemma":0.00001604306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002745721,"about_ca_topic_score_gemma":0.00002954204,"domain_scores_codex":[0.9992869,0.00003995068,0.0001682207,0.0001617965,0.0001939992,0.0001490917],"domain_scores_gemma":[0.9997295,0.00007309772,0.00006026779,0.00004845875,0.00002938602,0.00005927265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001402629,0.00002583305,0.009325859,0.00008930904,0.000008381514,0.00001619132,0.0007985948,0.0005321933,0.000552092,0.000001277664,0.0003616622,0.9881483],"study_design_scores_gemma":[0.0004298066,0.0004229159,0.1137877,0.0002596265,0.00001761429,0.000004358534,0.0001844777,0.8793906,0.004588095,0.0003122706,0.0004523129,0.0001502547],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954323,0.00004178094,0.001645887,0.0002000773,0.00007778471,0.0001018604,0.00001661896,0.0000645633,0.002419112],"genre_scores_gemma":[0.9982376,0.00002576965,0.001233121,0.0002391246,0.00004346756,1.614595e-7,0.0001612801,0.000003259509,0.00005620582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9879981,"threshold_uncertainty_score":0.685945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02744530053377218,"score_gpt":0.2244059058055249,"score_spread":0.1969606052717528,"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."}}