{"id":"W4242526479","doi":"10.1126/science.331.6019.831-b","title":"Newsmaker","year":2011,"lang":"en","type":"article","venue":"Science","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Political science; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002018588,0.001315897,0.001054407,0.002001704,0.003451729,0.01130047,0.001732426,0.005967099,0.4373882],"category_scores_gemma":[0.01184273,0.0005952025,0.0007188,0.001721892,0.0006638492,0.005875543,0.002967643,0.006154774,0.4229246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001701601,"about_ca_system_score_gemma":0.002527415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004705484,"about_ca_topic_score_gemma":0.01026098,"domain_scores_codex":[0.9977993,0.0001893134,0.00009744063,0.0002492651,0.001311239,0.0003533927],"domain_scores_gemma":[0.9931907,0.001150828,0.0003144581,0.0004255984,0.00300541,0.001913037],"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":[0.0000117423,0.00000719922,0.00001629639,0.00001657251,6.227243e-7,0.0000234379,0.00001104375,0.000004152166,0.00003924822,0.0003021601,0.99411,0.005457309],"study_design_scores_gemma":[0.000003949852,0.000006784486,0.00008034284,0.00002119124,9.591627e-7,0.00002392292,0.00004170052,0.00001700787,0.00004005006,0.0001060647,0.9996542,0.000003943868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009288221,0.005974632,0.0009526511,0.08228169,0.1651896,0.0002515191,0.003573302,0.00302292,0.737825],"genre_scores_gemma":[0.001523641,0.001739832,0.0002013157,0.0178804,0.01480884,0.00008289114,0.001785801,0.0005716882,0.9614057],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4373882,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04388283675254247,"score_gpt":0.2260414494430711,"score_spread":0.1821586126905286,"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."}}