{"id":"W7036075850","doi":"","title":"Artificial Intelligence and the Internet of Things : UK Policy Opportunities and Challenges","year":2018,"lang":"en","type":"book","venue":"","topic":"Entomological Studies and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); The Internet; Public policy; Applications of artificial intelligence; Internet of Things; Tracking (education)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003551844,0.0001529289,0.0003431027,0.00001017475,0.0001036518,0.00002612405,0.0001941093,0.0001971556,0.0008212455],"category_scores_gemma":[0.00009551559,0.00003762118,0.0000573339,0.00002487379,0.001392568,0.00002449905,0.000455835,0.0001135823,0.00000670577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001107299,"about_ca_system_score_gemma":0.000008133332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006959143,"about_ca_topic_score_gemma":0.001475834,"domain_scores_codex":[0.9992171,0.00005485146,0.000244205,0.0002249267,0.00008798401,0.0001709241],"domain_scores_gemma":[0.9990612,0.0006685889,0.0001338442,0.00003543329,0.00005238901,0.00004849471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000472972,0.00001091617,0.00001259771,0.00002313224,0.00003853908,0.000001915513,0.0005174695,7.284418e-9,0.000006048585,0.647076,0.002580426,0.3496856],"study_design_scores_gemma":[0.00004935743,0.001250885,0.001474836,0.00007082406,0.00004620443,0.00002479891,0.003417399,0.00003188069,0.00005493572,0.6422096,0.3510726,0.0002966618],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01682611,0.01525783,0.000006023569,0.06048588,0.0001686901,0.0003863849,0.00001912268,0.00004311511,0.9068068],"genre_scores_gemma":[0.2701241,0.226061,0.00006460663,0.002911048,0.001324453,0.00002962537,0.00002845621,0.000002243947,0.4994544],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4073524,"threshold_uncertainty_score":0.8992063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1745499219381678,"score_gpt":0.2583454729663073,"score_spread":0.08379555102813954,"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."}}