{"id":"W4386360739","doi":"10.3847/25c2cfeb.ea84c45e","title":"Next Generation Machine to Study Heliophysics in the Laboratory","year":2023,"lang":"en","type":"article","venue":"","topic":"Solar and Space Plasma Dynamics","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Rochester; Auburn University","keywords":"Computer science","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":[0.00413758,0.0005713783,0.0006914351,0.0005660232,0.0007430965,0.001998995,0.00112213,0.001012634,0.02491772],"category_scores_gemma":[0.002045169,0.0002788994,0.0005801987,0.0007126263,0.0007028084,0.004241952,0.002833333,0.00194287,0.007693637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006588754,"about_ca_system_score_gemma":0.0009375276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007723836,"about_ca_topic_score_gemma":0.0009005484,"domain_scores_codex":[0.999337,0.0002078126,0.00001284903,0.0001171181,0.0001642542,0.0001609296],"domain_scores_gemma":[0.9981309,0.0002645627,0.00006519336,0.0005454982,0.0003616571,0.0006322986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00196991,0.0007700239,0.0111414,0.0003708226,0.0002114714,0.0002386394,0.0006627027,0.0111474,0.02974883,0.2177451,0.4662121,0.2597815],"study_design_scores_gemma":[0.0008599058,0.001152904,0.007470126,0.0001701068,0.0001062189,0.0001939598,0.0003285674,0.09660299,0.01680284,0.1261312,0.7500824,0.00009869062],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1227856,0.01918921,0.3382235,0.04877241,0.01272019,0.000950449,0.01270855,0.03727629,0.4073739],"genre_scores_gemma":[0.6013119,0.003850618,0.2930542,0.0059999,0.004053426,0.001658887,0.01591703,0.002552346,0.07160173],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02491772,"threshold_uncertainty_score":0.08335811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02524587966414491,"score_gpt":0.2711645178566209,"score_spread":0.245918638192476,"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."}}