{"id":"W4297999963","doi":"10.1115/1.4055831","title":"Memorial Tributes to Professor Ivan Catton","year":2022,"lang":"en","type":"article","venue":"ASME Journal of Heat and Mass Transfer","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tribute; Management; Curriculum; Publishing; Library science; Engineering; Sociology; Art history; Political science; Art; Pedagogy; Law; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005433066,0.0001024112,0.0002691762,0.0001757236,0.0002974638,0.00002892486,0.0002016029,0.00004054539,0.0003778883],"category_scores_gemma":[0.00002975633,0.00008488331,0.00007227425,0.0001854123,0.00006555555,0.0001085578,0.00004160686,0.000224586,0.00001002699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004103356,"about_ca_system_score_gemma":0.00003647368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006218298,"about_ca_topic_score_gemma":0.000009629476,"domain_scores_codex":[0.9989296,0.00009341931,0.0003248111,0.0001323233,0.0003085013,0.0002113515],"domain_scores_gemma":[0.9996654,0.00005858696,0.00002922574,0.000101494,0.00005934356,0.00008592703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003645383,0.00008834348,0.001968809,0.00001704418,0.0000474694,0.00003280984,0.001773273,0.00007277474,0.9818477,0.001230216,0.01167841,0.0008786009],"study_design_scores_gemma":[0.007453663,0.005273012,0.02395747,0.00006131051,0.0003632698,0.000652953,0.01009332,0.00005670743,0.3697565,0.007606274,0.5738484,0.0008770911],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870652,0.0005576012,0.0002788279,0.01035374,0.001389568,0.0001683306,0.00005624233,0.00003031768,0.0001001956],"genre_scores_gemma":[0.9988564,0.00008611388,0.0004196597,0.0003385265,0.0001555597,0.00001242085,9.013622e-7,0.00001266606,0.0001177286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6120912,"threshold_uncertainty_score":0.4137611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01218207408609539,"score_gpt":0.2451917459684505,"score_spread":0.2330096718823551,"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."}}