{"id":"W6961068422","doi":"10.14288/1.0075447","title":"Newswire","year":2008,"lang":"en","type":"article","venue":"Open Collections","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nobel laureate; Medal; Gold medal","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003084705,0.00003093394,0.00003687279,0.0000225099,0.001241181,0.0003744334,0.0004298486,0.00001102092,0.00007126053],"category_scores_gemma":[0.0000132287,0.00003178731,0.0000143815,0.0006425515,0.000006882087,0.0001518408,0.0001230174,0.00003722804,0.00002614021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002590045,"about_ca_system_score_gemma":0.000123831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007349392,"about_ca_topic_score_gemma":0.00005937101,"domain_scores_codex":[0.9997216,0.000004692051,0.00005093796,0.000094095,0.00005413554,0.00007454632],"domain_scores_gemma":[0.999732,0.00002208769,0.0000090626,0.0001623781,0.0000328186,0.00004168597],"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":[3.495071e-7,0.00005055684,0.00004203477,7.767231e-7,0.000007560202,0.00000378488,0.0002268801,0.01123458,0.0000279541,0.02988923,0.9581311,0.0003851875],"study_design_scores_gemma":[0.0003722603,0.00006532099,0.004428027,0.00001259347,0.00000379139,0.0003748991,0.00006279193,0.1667968,0.0003495378,0.01248052,0.8147235,0.0003299888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001691731,0.00001558425,0.3673177,0.0009951636,0.0004743744,0.00008190264,5.215343e-7,0.00005126228,0.6308944],"genre_scores_gemma":[0.09097672,0.00002475171,0.2254232,0.0003031098,0.0001127433,0.00006509931,0.000001184695,0.000007473664,0.6830857],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1555622,"threshold_uncertainty_score":0.9546285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03345111771286809,"score_gpt":0.2515646978902244,"score_spread":0.2181135801773563,"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."}}