{"id":"W6908012757","doi":"10.25446/oxford.25240327","title":"57467: Memorial Card for William Owen","year":2024,"lang":"en","type":"other","venue":"Open MIND","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Battle; Welsh; Action (physics); Phase (matter)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005810191,0.0008760702,0.0004330154,0.001173027,0.003146163,0.003297432,0.0006327468,0.001542419,0.75248],"category_scores_gemma":[0.001782972,0.0004405544,0.0002627053,0.0008433769,0.0003884688,0.002107472,0.003366299,0.002209122,0.5783908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00106044,"about_ca_system_score_gemma":0.001999683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01146647,"about_ca_topic_score_gemma":0.03025016,"domain_scores_codex":[0.9995875,0.00003430793,0.00001700873,0.00007357804,0.0001860067,0.0001015735],"domain_scores_gemma":[0.9991186,0.00005663099,0.00003821633,0.00006921536,0.0003355526,0.0003817331],"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":[0.00001432284,0.00000798066,0.00003397202,0.00001222679,3.608661e-7,0.00002635546,0.00002009379,0.00001018285,0.00005374546,0.001312196,0.9767529,0.02175555],"study_design_scores_gemma":[0.000001228612,0.000002770575,0.00007491301,0.00001631728,2.429125e-7,0.00001684886,0.00003041386,0.000007593494,0.00001281756,0.00009516635,0.9997404,0.000001274223],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004295575,0.001915397,0.0003266234,0.006422997,0.005657337,0.00008063953,0.001069005,0.000476396,0.9836221],"genre_scores_gemma":[0.0004707575,0.0002937992,0.0000558055,0.0003345815,0.0001789897,0.0000104403,0.0001396258,0.00005014309,0.9984659],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.24752,"threshold_uncertainty_score":0.3530571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03269910248741043,"score_gpt":0.3427749606177228,"score_spread":0.3100758581303124,"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."}}