{"id":"W4200249751","doi":"10.1109/jsen.2021.3136041","title":"IEEE Sensors Council","year":2021,"lang":"ru","type":"article","venue":"IEEE Sensors Journal","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Cheng Kung University; Technische Universiteit Delft; École Polytechnique Fédérale de Lausanne; University of Glasgow; Universidad de Navarra; Auburn University; Imperial College London; University of Limerick; Politecnico di Torino; Budapesti Műszaki és Gazdaságtudományi Egyetem","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":[0.002028108,0.002106621,0.001164805,0.003600996,0.001727066,0.003597256,0.001963068,0.003362567,0.3538546],"category_scores_gemma":[0.004656407,0.0009918625,0.0006843539,0.003456754,0.0006944282,0.002795951,0.002216807,0.003146398,0.3462925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001194029,"about_ca_system_score_gemma":0.003426012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004607658,"about_ca_topic_score_gemma":0.007204803,"domain_scores_codex":[0.9979152,0.000202698,0.00008611742,0.0003194681,0.001314757,0.0001617052],"domain_scores_gemma":[0.9938014,0.0004480789,0.0002004484,0.001114422,0.004115114,0.0003205613],"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":[0.00009049276,0.00007337579,0.0001706888,0.0002641644,0.00001110532,0.00005721967,0.0000392819,0.0004127872,0.003477621,0.007945801,0.778792,0.2086655],"study_design_scores_gemma":[0.000006744647,0.00002025621,0.0001827803,0.00004296087,0.000006700384,0.00006786861,0.00002145972,0.0003612004,0.001099382,0.001076594,0.9971067,0.000007202737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009371552,0.006972641,0.03547964,0.005623369,0.007583242,0.0003195029,0.00363192,0.006387203,0.9330653],"genre_scores_gemma":[0.004358863,0.003583091,0.004799298,0.0008661675,0.0006088098,0.0001539879,0.003639779,0.0007699605,0.98122],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6461454,"threshold_uncertainty_score":0.921648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05666958762305296,"score_gpt":0.2558048984852377,"score_spread":0.1991353108621848,"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."}}