{"id":"W2037769824","doi":"10.1002/qua.22825","title":"David M. Bishop: Esteemed colleague and dear friend","year":2010,"lang":"en","type":"article","venue":"International Journal of Quantum Chemistry","topic":"History and advancements in chemistry","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honor; Classics; Sorrow; Art history; History; Art; Computer science; Literature","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":[0.001201579,0.001076548,0.000808955,0.00138929,0.005159579,0.00399994,0.00155463,0.002099419,0.06706563],"category_scores_gemma":[0.006668877,0.0004039345,0.0003819977,0.000854826,0.001276745,0.002625488,0.003812874,0.005240678,0.07379995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001936459,"about_ca_system_score_gemma":0.002561864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004800372,"about_ca_topic_score_gemma":0.01045787,"domain_scores_codex":[0.9985616,0.0002619503,0.00004028874,0.0002740237,0.0006807919,0.0001814701],"domain_scores_gemma":[0.9969399,0.0001734734,0.0001332331,0.00008512457,0.001185742,0.001482603],"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":[0.000007900746,0.000008509161,0.0001349744,0.00004276858,0.000001777311,0.0001131801,0.0002969538,0.000007133264,0.00006012161,0.0006196489,0.9782025,0.02050443],"study_design_scores_gemma":[0.000001316098,0.000008590813,0.0001696304,0.00008760807,0.00000157278,0.0005553972,0.0004879141,0.000008702804,0.00005488018,0.0003032291,0.9983132,0.00000799736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003571097,0.1837928,0.002320258,0.4468011,0.1721147,0.0001244684,0.0008441121,0.0005038673,0.1899275],"genre_scores_gemma":[0.01673399,0.06996193,0.002022254,0.1027508,0.0226729,0.00009396945,0.0005682225,0.0004348861,0.7847611],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06706563,"threshold_uncertainty_score":0.2243569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007568592013596648,"score_gpt":0.2640008502273207,"score_spread":0.256432258213724,"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."}}