{"id":"W4280624562","doi":"10.1115/1.4054596","title":"In Memoriam: Professor Peter Griffith (1927–2022)","year":2022,"lang":"en","type":"article","venue":"Journal of Heat Transfer","topic":"Nuclear Engineering Thermal-Hydraulics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mentorship; Frontier; Hammer; Art history; Engineering; Management; Art; Law; Mechanical engineering; Political science; Visual arts","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":[0.002570048,0.00154088,0.001285932,0.0009922638,0.003088423,0.003844231,0.001647869,0.00429078,0.08169936],"category_scores_gemma":[0.01291581,0.0003979359,0.000836586,0.0005264952,0.001472364,0.003693481,0.003710588,0.0106853,0.08054882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002496201,"about_ca_system_score_gemma":0.003405542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002832641,"about_ca_topic_score_gemma":0.00419803,"domain_scores_codex":[0.9982625,0.0002621034,0.0001137753,0.0004158002,0.0007117728,0.000234088],"domain_scores_gemma":[0.9946772,0.0006667528,0.0002850826,0.0001506189,0.002384057,0.001836279],"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":[0.000009091056,0.000003968563,0.00003477326,0.00001828452,0.000001238532,0.00005495182,0.00002758554,0.000007904618,0.00002791204,0.0003345644,0.9949239,0.00455588],"study_design_scores_gemma":[0.000005585393,0.00001826555,0.0001846336,0.00009909167,0.000002570823,0.0002317103,0.00008653073,0.0000216294,0.00007629635,0.0005407519,0.998725,0.000007959639],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0003293801,0.01697014,0.0005305881,0.3489055,0.6168891,0.00006147653,0.0007278429,0.0003040262,0.01528208],"genre_scores_gemma":[0.007971205,0.02057151,0.001128887,0.2637203,0.3023662,0.0002135934,0.001095301,0.0005634729,0.4023695],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08169936,"threshold_uncertainty_score":0.2733116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007588604003259395,"score_gpt":0.2044467139063087,"score_spread":0.1968581099030493,"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."}}