{"id":"W1967771293","doi":"10.1029/2011eo080016","title":"Paul F. Hoffman Receives 2010 Walter H. Bucher Medal","year":2011,"lang":"en","type":"article","venue":"Eos","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Medal; Ceremony; Environmental ethics; Art history; Art; Classics; Philosophy; Theology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000147198,0.00008966348,0.00008298566,0.00002004214,0.00006313903,0.00002774791,0.0005890869,0.00006811761,0.0006295934],"category_scores_gemma":[0.00004710529,0.00007425326,0.00003837561,0.00009793568,0.00003939087,0.000160732,0.0001819135,0.0001233315,0.0003283035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005720362,"about_ca_system_score_gemma":0.00001605984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002607889,"about_ca_topic_score_gemma":0.000004802183,"domain_scores_codex":[0.9992912,0.00002657821,0.0001050356,0.0002547458,0.0001004056,0.0002220155],"domain_scores_gemma":[0.9994015,0.00002112996,0.00002920148,0.0004327795,0.00004457915,0.00007080365],"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":[0.00005338362,0.0007491504,0.03130657,0.0001827604,0.0001908506,0.0006975486,0.03352239,0.00003189566,0.06430814,0.05718023,0.5538836,0.2578936],"study_design_scores_gemma":[0.0006416601,0.0002166238,0.07987537,0.00006205164,0.00001579322,0.0001577728,0.0002451221,0.004797631,0.298344,0.1048854,0.5097167,0.001041842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1007809,0.0002646179,0.07111482,0.01029446,0.002126014,0.0002399782,0.00000272996,0.0006066642,0.8145698],"genre_scores_gemma":[0.959215,0.000005241087,0.01369972,0.0003964204,0.0001199137,0.00001015569,0.000001612744,0.000002124606,0.02654985],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8584341,"threshold_uncertainty_score":0.6893606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04233488429230586,"score_gpt":0.2124954426548068,"score_spread":0.170160558362501,"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."}}