{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004917521,0.000843037,0.000844861,0.002195868,0.004178224,0.01009251,0.0008300664,0.002251392,0.1833804],"category_scores_gemma":[0.01134732,0.0002716807,0.0004268088,0.001419486,0.001369793,0.003847322,0.004251727,0.002591386,0.1085143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006404382,"about_ca_system_score_gemma":0.01376404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009859175,"about_ca_topic_score_gemma":0.06637678,"domain_scores_codex":[0.9943221,0.0006379497,0.0002005905,0.0003157888,0.003945457,0.0005781921],"domain_scores_gemma":[0.9795153,0.0006451551,0.0004291762,0.0005128495,0.01026173,0.008635877],"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":[0.00001185144,0.00001329384,0.00008132519,0.0000245642,0.000002040611,0.00003502205,0.00008007391,0.00001707088,0.0000769779,0.006065487,0.965524,0.02806821],"study_design_scores_gemma":[0.000002869196,0.000005919021,0.0001827655,0.00002495896,0.000001183896,0.00004953946,0.0001085241,0.0000268638,0.00006702037,0.0008665663,0.9986597,0.000003995301],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001630872,0.01245249,0.001775713,0.204899,0.08850104,0.0001047558,0.0008328861,0.0005796414,0.6892235],"genre_scores_gemma":[0.003066913,0.002912987,0.0006274687,0.003026442,0.002315596,0.00001629187,0.0001446206,0.00009514511,0.9877944],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1833804,"threshold_uncertainty_score":0.6134684,"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."}}