{"id":"W4225291572","doi":"10.1109/lsens.2022.3170747","title":"IEEE Sensors Council","year":2022,"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":[0.001838017,0.002068947,0.001172111,0.003500445,0.00166616,0.003500922,0.00183117,0.003171338,0.3393337],"category_scores_gemma":[0.003906254,0.0009817609,0.000673331,0.003238901,0.0006566234,0.002575549,0.002113553,0.003120077,0.3396588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001161346,"about_ca_system_score_gemma":0.003138125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004137743,"about_ca_topic_score_gemma":0.006798115,"domain_scores_codex":[0.9980945,0.000174281,0.00007417207,0.0002892809,0.001213526,0.0001543266],"domain_scores_gemma":[0.9951395,0.0003550128,0.0001582761,0.0009142949,0.003158683,0.0002742673],"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":[0.00008922291,0.00006858975,0.000163582,0.0002481936,0.00001119654,0.00005480057,0.00003541063,0.0003720315,0.003446253,0.007657854,0.7847134,0.2031394],"study_design_scores_gemma":[0.000006919023,0.00002080087,0.0001873534,0.00004049561,0.000006488357,0.00006481513,0.00002000063,0.0003465409,0.001169329,0.001055343,0.9970747,0.000007249075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009385811,0.006980269,0.0314552,0.005340362,0.007679509,0.0003009793,0.003652168,0.006409757,0.9372431],"genre_scores_gemma":[0.004368166,0.003639535,0.004690005,0.0008736355,0.0006054518,0.0001472811,0.003757187,0.0007260417,0.9811928],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6606663,"threshold_uncertainty_score":0.9423603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03943643045986105,"score_gpt":0.2241569252100348,"score_spread":0.1847204947501738,"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."}}