{"id":"W3083411455","doi":"10.1145/3411170.3411233","title":"Classification models for data fusion in human activity recognition","year":2020,"lang":"en","type":"article","venue":"","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Computer science; Sensor fusion; Fusion; Artificial intelligence; Pattern recognition (psychology)","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":[0.002869294,0.001139573,0.001204803,0.001164264,0.0003520898,0.00146936,0.001661416,0.001409805,0.002544072],"category_scores_gemma":[0.005538749,0.00041883,0.001182438,0.001642883,0.0005764587,0.002339658,0.001474358,0.002139536,0.001392095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001291088,"about_ca_system_score_gemma":0.0008705698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005139492,"about_ca_topic_score_gemma":0.005443505,"domain_scores_codex":[0.9985965,0.0003408238,0.0001276993,0.000440402,0.0003304647,0.0001641359],"domain_scores_gemma":[0.9982431,0.0007310343,0.000195521,0.0002741441,0.0004975768,0.00005863836],"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":[0.0004694016,0.0003225404,0.004219004,0.0002607949,0.0004680481,0.0001404898,0.0001468977,0.4642212,0.008417237,0.02734585,0.005447507,0.4885411],"study_design_scores_gemma":[0.000005169907,0.0000332644,0.0005511174,0.0000153954,0.00002486096,0.00002190278,0.00001024109,0.9853693,0.001990739,0.01073555,0.001230151,0.00001227469],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01396479,0.001411815,0.9809359,0.0004511177,0.0001578674,0.00005477075,0.0003136597,0.001255576,0.001454471],"genre_scores_gemma":[0.7779094,0.001308112,0.2128631,0.0004745408,0.0002794841,0.0002819803,0.001900117,0.0001246759,0.00485864],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005139492,"threshold_uncertainty_score":0.01517445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4049788599100126,"score_gpt":0.3524675857110114,"score_spread":0.05251127419900115,"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."}}