{"id":"W2166477281","doi":"10.1145/2030112.2030185","title":"CAMPUS","year":2011,"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":"Toronto Metropolitan University","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002786198,0.0003444538,0.000216346,0.0005890917,0.001810104,0.002022225,0.000626419,0.0005174226,0.2528358],"category_scores_gemma":[0.000647692,0.0001374524,0.0001830207,0.0006444587,0.0001855565,0.001176552,0.00254732,0.0006782535,0.1178048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037439,"about_ca_system_score_gemma":0.001673398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006550765,"about_ca_topic_score_gemma":0.0111533,"domain_scores_codex":[0.9996461,0.00003876116,0.0000162458,0.00009014423,0.0001059633,0.0001029156],"domain_scores_gemma":[0.9993086,0.00001648671,0.00002457665,0.00009180143,0.0002402421,0.0003182654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003009321,0.0003126287,0.005630563,0.0001822587,0.00001098399,0.0003345339,0.0005455855,0.0005986799,0.009918531,0.03409123,0.5261663,0.4219077],"study_design_scores_gemma":[0.00001220761,0.00006126764,0.002427864,0.00002302399,0.000003156425,0.0001207497,0.0002472203,0.0007166992,0.002151372,0.0009858026,0.9932371,0.00001355632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03400029,0.0008837563,0.01613053,0.003446747,0.001696407,0.000431832,0.005522771,0.01057038,0.9273173],"genre_scores_gemma":[0.1103743,0.0005937993,0.01156533,0.00105735,0.0002435599,0.0001517228,0.006158364,0.0005250615,0.8693305],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2528358,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0616346450577254,"score_gpt":0.2299888545043673,"score_spread":0.1683542094466419,"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."}}