{"id":"W7056790300","doi":"","title":"\"Foreword - Festschrift for Beverley Ormerod Noakes\"","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Generosity; Chose; Context (archaeology); George (robot)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002700848,0.0009181048,0.0007618705,0.0008017214,0.005086268,0.004661515,0.001217324,0.003467038,0.07029387],"category_scores_gemma":[0.006894283,0.0003831241,0.000550275,0.0006333056,0.001273991,0.002905722,0.003565883,0.008638639,0.04945505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003514902,"about_ca_system_score_gemma":0.004271768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007675122,"about_ca_topic_score_gemma":0.01803645,"domain_scores_codex":[0.998217,0.0003718211,0.00008553196,0.0002736968,0.0007633894,0.0002885344],"domain_scores_gemma":[0.9963855,0.0005540012,0.0001467218,0.0001228018,0.001267778,0.001523366],"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":[0.00001197241,0.000003699662,0.00001309578,0.00001869252,7.085233e-7,0.00002758052,0.00004444922,0.000003811159,0.00004961711,0.0008462113,0.9972638,0.001716397],"study_design_scores_gemma":[0.000002706776,0.000004297784,0.0001088093,0.00004293783,7.124262e-7,0.00003635263,0.0001285003,0.00000797216,0.00004509211,0.0002850521,0.9993339,0.000003623099],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0008159383,0.02091776,0.0004948156,0.3833496,0.5395458,0.0000968366,0.0007258761,0.000209789,0.05384365],"genre_scores_gemma":[0.009831833,0.009625847,0.0006972949,0.1630888,0.08468702,0.0002020874,0.0008026444,0.0007001063,0.7303643],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07029387,"threshold_uncertainty_score":0.2351564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2059110062885354,"score_gpt":0.5690140891166309,"score_spread":0.3631030828280954,"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."}}