{"id":"W7064418097","doi":"","title":"Barrie, James Matthew:Biogramm","year":2009,"lang":"de","type":"article","venue":"Multilingual Matters (Channel View Publications)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007713711,0.0006908274,0.0006618826,0.0006824196,0.00059355,0.0009986378,0.00127143,0.0001899612,0.08763816],"category_scores_gemma":[0.0001172797,0.0007128613,0.0004283747,0.00132214,0.0002352724,0.0001579888,0.0003139542,0.0006856346,0.007428861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003510377,"about_ca_system_score_gemma":0.0003634438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006258668,"about_ca_topic_score_gemma":0.00002636223,"domain_scores_codex":[0.9952886,0.0002744545,0.00116772,0.001137154,0.000844004,0.001288074],"domain_scores_gemma":[0.9963832,0.0002494277,0.0004259053,0.001555829,0.0006909862,0.0006946181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004380899,0.00136594,0.0004385635,0.0001478332,0.0002237467,0.000004930514,0.001525833,0.00003937671,0.001029594,0.004080773,0.3480166,0.643083],"study_design_scores_gemma":[0.001224461,0.0001952142,0.002603053,0.0001788224,0.0001530996,0.000001789341,0.001735193,0.00455733,0.0007838243,0.0006422864,0.9871774,0.0007475274],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02999954,0.01675189,0.01433515,0.8257209,0.004138538,0.009646329,0.001755215,0.001153888,0.09649856],"genre_scores_gemma":[0.8565241,0.001418057,0.004443042,0.0305375,0.004867207,0.001142646,0.004197166,0.0002578938,0.09661239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8265246,"threshold_uncertainty_score":0.9995322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02020747857997226,"score_gpt":0.2971388751428334,"score_spread":0.2769313965628612,"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."}}