{"id":"W4308480855","doi":"10.1109/jsen.2022.3211121","title":"IEEE Sensors Council Society Information","year":2022,"lang":"en","type":"article","venue":"IEEE Sensors Journal","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Politecnico di Torino; Auburn University; Oklahoma State University","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001378069,0.001370113,0.0009710094,0.002570871,0.001151455,0.003079775,0.001379916,0.002640694,0.3200036],"category_scores_gemma":[0.00414896,0.0007392598,0.000448143,0.002255,0.0005310625,0.002868787,0.001763175,0.002223161,0.229374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001103619,"about_ca_system_score_gemma":0.002255009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00249846,"about_ca_topic_score_gemma":0.003664438,"domain_scores_codex":[0.9987091,0.0001658023,0.00007194761,0.0001805068,0.0007842183,0.00008842468],"domain_scores_gemma":[0.9962136,0.0004769664,0.000178629,0.0007436335,0.002170885,0.0002162657],"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":[0.00009407232,0.00006184512,0.000193842,0.0002434929,0.00001203507,0.00005746365,0.00004040328,0.0007407679,0.003459258,0.009427315,0.7276484,0.258021],"study_design_scores_gemma":[0.00001220089,0.00003554745,0.0003676275,0.00007298449,0.00001156339,0.00009293651,0.00002318598,0.00202216,0.002561171,0.002935523,0.9918501,0.00001510919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002118771,0.006086504,0.05573103,0.007683909,0.007308239,0.0004410861,0.005831473,0.005751114,0.9090478],"genre_scores_gemma":[0.0174165,0.004717716,0.007489936,0.00121811,0.001297325,0.0002864291,0.008218903,0.0009231393,0.9584318],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6799964,"threshold_uncertainty_score":0.9699323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06405488521634374,"score_gpt":0.1996080974946909,"score_spread":0.1355532122783472,"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."}}