{"id":"W2092177058","doi":"10.1029/2004eo280005","title":"Nash receives 2004 David Perlman award for excellence in science writing","year":2004,"lang":"en","type":"article","venue":"Eos","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Excellence; Ceremony; Management; Library science; Art; Political science; Philosophy; Theology; Computer science; Law; Economics","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":[0.000972192,0.0001017747,0.0001207352,0.0001438031,0.0006292384,0.0004404698,0.0003849755,0.0000444887,0.00008100991],"category_scores_gemma":[0.0003946692,0.00009691477,0.00004047728,0.00009071914,0.0003931342,0.0009156025,0.0000537266,0.0002531483,0.00002192856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009274641,"about_ca_system_score_gemma":0.0001394493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004762242,"about_ca_topic_score_gemma":0.0002754333,"domain_scores_codex":[0.9988443,0.0000150678,0.0002304199,0.0002860861,0.0002203764,0.0004036962],"domain_scores_gemma":[0.9995402,0.0001156619,0.00004846183,0.0001300801,0.00009932976,0.00006630457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003346355,0.0001590861,0.003818767,0.0002604711,0.00001051305,0.00001820473,0.2902736,0.0005961702,0.003467586,0.6417173,0.0111336,0.0485112],"study_design_scores_gemma":[0.002276431,0.0002824999,0.002944965,0.00179906,0.00002244665,0.00002438609,0.1216957,0.0007796728,0.004091083,0.05727084,0.8075863,0.001226599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8935675,0.0007994416,0.0003046882,0.006142766,0.0008067148,0.000352789,0.00002833758,0.0001791428,0.09781861],"genre_scores_gemma":[0.9950366,0.00001940707,0.0007984643,0.0004077031,0.001132143,0.0000300768,0.000004949177,0.00001394744,0.00255669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7964527,"threshold_uncertainty_score":0.4839657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03621206468089431,"score_gpt":0.2720339503101186,"score_spread":0.2358218856292243,"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."}}