{"id":"W6931275959","doi":"10.5281/zenodo.3541229","title":"NPA_ref4767","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"IoT-based Smart Home Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Context (archaeology); Identification (biology); Field (mathematics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001275879,0.001919324,0.003501322,0.01164756,0.003863975,0.01106243,0.004311984,0.005425057,0.9147525],"category_scores_gemma":[0.0107425,0.001377007,0.002376975,0.01524683,0.001250062,0.008634282,0.004145539,0.002521702,0.8309579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004100957,"about_ca_system_score_gemma":0.007742078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01508952,"about_ca_topic_score_gemma":0.01344863,"domain_scores_codex":[0.9976775,0.0001469348,0.0003922115,0.0003255045,0.001180422,0.0002773867],"domain_scores_gemma":[0.9912381,0.001077742,0.0004087279,0.0007160924,0.005549747,0.001009613],"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":[0.00003715417,0.00002337276,0.00007387186,0.001739637,0.00001191888,0.00007645435,0.00002019887,0.0000288299,0.0001425557,0.001307539,0.9784949,0.01804354],"study_design_scores_gemma":[0.00004939095,0.00001705908,0.0006201525,0.0008806699,0.00001633529,0.0001251767,0.00003847686,0.00002857583,0.0001687935,0.0009607358,0.9970762,0.00001849906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004310092,0.007617526,0.0008511579,0.006413056,0.0519541,0.0008256454,0.2124229,0.002547321,0.7169373],"genre_scores_gemma":[0.0047926,0.01084757,0.002503419,0.005301523,0.009465708,0.0009596111,0.2057145,0.00268969,0.7577252],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9147525,"threshold_uncertainty_score":0.1215951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01391289277125528,"score_gpt":0.19415682479589,"score_spread":0.1802439320246347,"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."}}