{"id":"W1986241655","doi":"10.1029/2012eo020009","title":"Bosak, Dauphas, Fiore, Maloof, and Schoof receive 2011 James B. Macelwane medals: Citation for Adam C. Maloof","year":2012,"lang":"en","type":"article","venue":"Eos","topic":"Seismology and Earthquake Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Citation; Art; Computer science; Library science","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":[0.000454165,0.0001465149,0.0001888836,0.00008800206,0.0002621196,0.00004602312,0.0002464807,0.00009605272,0.00005513199],"category_scores_gemma":[0.0001499758,0.000130652,0.00004629127,0.000106323,0.0001096135,0.0006243588,0.0001232997,0.000111078,0.0001171123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001268936,"about_ca_system_score_gemma":0.00002385633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005375972,"about_ca_topic_score_gemma":0.00001730956,"domain_scores_codex":[0.9989392,0.00007334929,0.0001761588,0.0002845457,0.0001349173,0.0003918756],"domain_scores_gemma":[0.9991952,0.0002705269,0.0000651686,0.0002756424,0.00008657039,0.0001069593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002020652,0.0003345477,0.09683928,0.000184599,0.0004038396,0.0000133179,0.01515242,0.00002071916,0.001240439,0.07349139,0.2736466,0.5384708],"study_design_scores_gemma":[0.002424611,0.0007286941,0.7262908,0.00008007356,0.0001094552,0.0001012617,0.001362523,0.002350576,0.01137096,0.02753847,0.2266672,0.0009753905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7492264,0.03517427,0.1861928,0.01658919,0.003939177,0.001406307,0.00006209426,0.0004462808,0.00696349],"genre_scores_gemma":[0.9556881,0.0002373671,0.04064248,0.001203669,0.0002942662,0.00008988067,0.00001207921,0.00001192363,0.001820218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6294515,"threshold_uncertainty_score":0.5327834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03115712263899446,"score_gpt":0.2696641782948389,"score_spread":0.2385070556558445,"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."}}