{"id":"W4322765160","doi":"10.1109/lsens.2023.3250548","title":"IEEE Sensors Council","year":2023,"lang":"lv","type":"article","venue":"IEEE Sensors Letters","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001826253,0.002066984,0.001173955,0.00346698,0.001660819,0.003512742,0.001814103,0.003175508,0.339586],"category_scores_gemma":[0.003893417,0.0009779041,0.0006726515,0.003226228,0.0006592545,0.002575751,0.002130802,0.003139115,0.3407126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001149757,"about_ca_system_score_gemma":0.003119884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00405269,"about_ca_topic_score_gemma":0.006661736,"domain_scores_codex":[0.9981148,0.0001713972,0.00007318927,0.0002867595,0.001201284,0.0001526424],"domain_scores_gemma":[0.9951657,0.0003518873,0.0001575525,0.0009118433,0.003136447,0.0002765649],"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":[0.00008799457,0.00006826254,0.0001624497,0.0002439746,0.00001108888,0.00005441866,0.00003540809,0.0003688069,0.003382667,0.007666329,0.7831067,0.204812],"study_design_scores_gemma":[0.00000678616,0.00002075927,0.0001865844,0.00004014581,0.000006400716,0.00006428229,0.00001988542,0.000342287,0.00113104,0.001056433,0.9971184,0.000007128525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009321386,0.007045314,0.03138123,0.005400874,0.00783434,0.0002978851,0.003498053,0.006286436,0.9373237],"genre_scores_gemma":[0.004239158,0.003610778,0.004520822,0.0008525042,0.0006106242,0.0001430432,0.003529604,0.000701322,0.9817923],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.660414,"threshold_uncertainty_score":0.9420003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05472658989614277,"score_gpt":0.2442044409800493,"score_spread":0.1894778510839066,"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."}}