{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001353298,0.0004092234,0.0003542271,0.0004409315,0.0002037614,0.0003882191,0.0005241425,0.0003549118,0.0005562837],"category_scores_gemma":[0.000279179,0.0001797705,0.0004826088,0.0005495632,0.0003151357,0.0008888431,0.0003332861,0.0004467401,0.0002061835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002783954,"about_ca_system_score_gemma":0.0002647296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002766709,"about_ca_topic_score_gemma":0.003325232,"domain_scores_codex":[0.9998531,0.00001737553,0.000005920157,0.00005022631,0.00005453449,0.00001866489],"domain_scores_gemma":[0.9999276,0.00001644273,0.00001136735,0.00001445754,0.00002495493,0.000005229546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000188143,0.0002302686,0.003531601,0.0001474141,0.0001496489,0.0003970535,0.0001274777,0.3355379,0.0953007,0.009362586,0.004044797,0.5509824],"study_design_scores_gemma":[0.000003149712,0.00003541197,0.001364665,0.000003750206,0.00001748582,0.00009246698,0.00001731483,0.9850245,0.01030415,0.002222821,0.0009047845,0.000009513768],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05472226,0.000317378,0.9404153,0.0001385545,0.0000805963,0.00003761332,0.00006456362,0.000921276,0.003302449],"genre_scores_gemma":[0.8009059,0.0005432371,0.1951678,0.0001431223,0.00005993681,0.00005641835,0.0003156077,0.00005433871,0.002753604],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002766709,"threshold_uncertainty_score":0.00550127,"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."}}