{"id":"W1846963259","doi":"10.1007/978-3-642-23771-3_5","title":"Smart Homes or Smart Occupants? Supporting Aware Living in the Home","year":2011,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Western Economic Diversification Canada; Mitacs; BC Hydro","keywords":"Software deployment; Home automation; Computer science; Key (lock); Resource (disambiguation); The Internet; Ecological footprint; Sustainable living; Internet of Things; Architectural engineering; Sustainable development; Computer security; Telecommunications; Sustainability; World Wide Web; Engineering; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001913773,0.0004200591,0.0001866024,0.000178776,0.0003586089,0.00150719,0.000433139,0.0008732342,0.01108737],"category_scores_gemma":[0.0002082013,0.0001433882,0.000208533,0.0002900032,0.00102543,0.003249273,0.0008316792,0.001036506,0.00281337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003120257,"about_ca_system_score_gemma":0.000315566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005537616,"about_ca_topic_score_gemma":0.001245131,"domain_scores_codex":[0.9999161,0.00002320182,0.000003221681,0.0000185124,0.00002544879,0.00001356611],"domain_scores_gemma":[0.9999361,0.00002895855,0.000003850927,0.00000844958,0.000007425661,0.00001533021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000341924,0.00007991833,0.0005591233,0.0007696331,0.00001254101,0.0002563327,0.008591544,0.0005793566,0.003239098,0.372822,0.1901458,0.4229105],"study_design_scores_gemma":[0.00000366333,0.00004987779,0.000571708,0.000386105,0.000007704382,0.0003858896,0.00167334,0.0003884988,0.0004843534,0.04008754,0.9559523,0.00000888767],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02028097,0.1876993,0.04945615,0.02566831,0.006329428,0.00009015991,0.000196022,0.001126713,0.7091529],"genre_scores_gemma":[0.1711904,0.1098927,0.03851593,0.0103183,0.002121604,0.0001419456,0.0002876687,0.0002917661,0.6672397],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01108737,"threshold_uncertainty_score":0.0370909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0181068706700609,"score_gpt":0.2590599368435434,"score_spread":0.2409530661734826,"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."}}