{"id":"W4237061107","doi":"10.1002/cprt.30128","title":"News Briefs","year":2017,"lang":"en","type":"article","venue":"Corporate Philanthropy Report","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Citation; Library science; Political science; Silicon valley; Advertising; Business; History; Computer science; Law","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":[0.0001836636,0.0001086312,0.0001297369,0.00003955201,0.0003976968,0.0004306207,0.0008623285,0.000037031,0.00001505595],"category_scores_gemma":[0.0001202146,0.0001028359,0.00004698711,0.00006073355,0.00007869777,0.0004736957,0.0002421739,0.00008893177,0.00009517372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002400588,"about_ca_system_score_gemma":0.0001486887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009581236,"about_ca_topic_score_gemma":0.0000106249,"domain_scores_codex":[0.999068,0.000005698331,0.0002225324,0.0003130658,0.0001973123,0.0001933513],"domain_scores_gemma":[0.9978142,0.00001376346,0.0004398959,0.001500717,0.0001146791,0.0001167324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000005743135,0.0002258217,0.1796558,0.00005429238,0.00009645601,0.006031381,0.0003186342,0.001898311,0.005271285,0.7409052,0.044587,0.02095008],"study_design_scores_gemma":[0.0005326617,0.0001088999,0.638862,0.0001125298,0.00002520394,0.004784237,0.00003290575,0.05204803,0.003820607,0.1179152,0.1804835,0.001274227],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04206877,0.0001635272,0.8725074,0.01817015,0.006273491,0.0001842047,0.000002232308,0.000352016,0.06027822],"genre_scores_gemma":[0.972192,0.00004929449,0.02544858,0.0001382725,0.0003568643,0.000008706734,0.000008075495,0.00001270498,0.001785519],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9301232,"threshold_uncertainty_score":0.4193525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07836773452718275,"score_gpt":0.2999271578978767,"score_spread":0.2215594233706939,"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."}}