{"id":"W2002175617","doi":"10.1029/2009eo300004","title":"Lebans, Handman, McDonald, and Lurie Receive 2009 Walter Sullivan Award for Excellence in Science Journalism—Features","year":2009,"lang":"en","type":"article","venue":"Eos","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CBC (Canada); University of Victoria","funders":"","keywords":"Excellence; Corporation; Portrait; Joint (building); Management; Sociology; Art history; Political science; Art; Engineering; Economics; Architectural engineering; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004922345,0.0005426193,0.0005267529,0.001957591,0.005728448,0.01060954,0.0008927534,0.003488905,0.06648184],"category_scores_gemma":[0.007581944,0.0003001885,0.0003442974,0.001055914,0.001269823,0.002637123,0.003554128,0.003079281,0.02795599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004989205,"about_ca_system_score_gemma":0.009183002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01537514,"about_ca_topic_score_gemma":0.09671456,"domain_scores_codex":[0.9966995,0.0002033342,0.00008539827,0.0001713884,0.002238433,0.0006018684],"domain_scores_gemma":[0.9855276,0.0004628301,0.0003022627,0.0002826257,0.004989388,0.008435248],"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":[0.00000571559,0.00000828181,0.0000807874,0.000009816919,8.137802e-7,0.00001259799,0.00003571478,0.000004428966,0.00006084037,0.001635491,0.9901596,0.007985953],"study_design_scores_gemma":[0.000005967467,0.00001004995,0.0009398707,0.00002691471,0.000001685884,0.00002221547,0.0001624328,0.000024262,0.00005793156,0.0007155838,0.9980271,0.000005973281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003719504,0.01081731,0.0009923654,0.4224058,0.2346845,0.0002302173,0.0007495176,0.000608369,0.3257924],"genre_scores_gemma":[0.02288227,0.006937647,0.0009388046,0.01631914,0.05257783,0.00009755335,0.0004264216,0.0002607371,0.8995596],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06648184,"threshold_uncertainty_score":0.2224039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02129796428933093,"score_gpt":0.334865115678225,"score_spread":0.3135671513888941,"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."}}