{"id":"W4206793865","doi":"10.1109/eecon52960.2021.9580876","title":"Conference Program","year":2021,"lang":"en","type":"article","venue":"","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"RTDS Technologies (Canada)","funders":"","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000179153,0.00001879871,0.00001936392,0.00000676523,0.00001305962,0.00007794036,0.0001126789,0.000006503113,0.00004642262],"category_scores_gemma":[0.000009328219,0.0000172355,0.000008509598,0.00009325681,0.000002401986,0.00006614896,0.0000437851,0.00001898436,0.00003723925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003810439,"about_ca_system_score_gemma":0.0000591525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001196583,"about_ca_topic_score_gemma":0.00000134564,"domain_scores_codex":[0.9997959,0.000002026034,0.00002917334,0.0000691596,0.0000476022,0.00005619959],"domain_scores_gemma":[0.999789,0.000009556376,0.000003085686,0.0001157625,0.00005609108,0.00002647653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[9.721381e-9,0.0000197323,0.0000550777,0.000001455082,0.000001211854,0.000002375795,0.00003324693,0.0002525863,0.0001963146,0.9729993,0.0004546517,0.02598402],"study_design_scores_gemma":[0.0001069693,0.00002980459,0.0148336,0.0000146922,0.000001640419,0.00004873976,0.00006289863,0.8217652,0.00977073,0.02929053,0.1238436,0.0002315585],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.001202668,0.00002913922,0.936329,0.002536269,0.00020121,0.00001413757,3.274974e-8,0.0001132907,0.05957426],"genre_scores_gemma":[0.503013,0.000003671414,0.495076,0.0001215577,0.00001631273,0.000003825525,5.757831e-7,8.48607e-7,0.001764187],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9437088,"threshold_uncertainty_score":0.07515807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02588765721007441,"score_gpt":0.2685412076522097,"score_spread":0.2426535504421353,"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."}}