{"id":"W2054097007","doi":"10.1145/2684380.2684382","title":"ISA 2013 workshop report: a report on the Fifth International Workshop on Indoor Spatial Awareness","year":2014,"lang":"en","type":"article","venue":"SIGSPATIAL Special","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; The Internet; Population; Human–computer interaction; Multimedia; Data science; World Wide Web","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":[0.009673418,0.002311232,0.001789939,0.002244145,0.002878062,0.00586277,0.003608496,0.003196969,0.06223457],"category_scores_gemma":[0.00665229,0.0007993173,0.002067085,0.00260039,0.0008848349,0.004702733,0.006949401,0.003980613,0.03189238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002581881,"about_ca_system_score_gemma":0.01050755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03409161,"about_ca_topic_score_gemma":0.04914115,"domain_scores_codex":[0.9951663,0.001017137,0.0001863799,0.000618376,0.001980283,0.001031647],"domain_scores_gemma":[0.987551,0.0009758203,0.0002137294,0.0007221263,0.006958703,0.003578641],"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":[0.0002948176,0.0004497983,0.001447622,0.0005249578,0.00005981604,0.000210494,0.0005260617,0.001256455,0.002563194,0.002216328,0.8885399,0.1019106],"study_design_scores_gemma":[0.00005889258,0.0002063154,0.002506751,0.0003399425,0.0000788633,0.0001461437,0.001924953,0.002021146,0.00353992,0.001357071,0.9877413,0.00007877369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04324004,0.03750373,0.1894699,0.08721547,0.1378482,0.005301848,0.04614744,0.01489718,0.4383762],"genre_scores_gemma":[0.1187299,0.02658368,0.1166895,0.009245569,0.01328499,0.003696532,0.09123531,0.004222021,0.6163126],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06223457,"threshold_uncertainty_score":0.2081954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03639649305360779,"score_gpt":0.2846951447030187,"score_spread":0.2482986516494109,"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."}}