{"id":"W6985073506","doi":"","title":"METIS meets WARI","year":2019,"lang":"de","type":"other","venue":"JuSER (Forschungszentrum Jülich)","topic":"","field":"","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","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002701299,0.005306607,0.005487013,0.003402248,0.0008290831,0.001305266,0.005528636,0.005122022,0.09276456],"category_scores_gemma":[0.0008594677,0.005429143,0.002770498,0.003110571,0.0009544,0.001010481,0.002636698,0.005027064,0.8746601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002150979,"about_ca_system_score_gemma":0.001305077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001195291,"about_ca_topic_score_gemma":0.000865759,"domain_scores_codex":[0.9786398,0.001931544,0.002886607,0.005743349,0.004645491,0.006153143],"domain_scores_gemma":[0.9841631,0.0006933034,0.003859096,0.00849841,0.0005912536,0.002194854],"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":[0.000509019,0.001065197,0.002187822,0.001492361,0.005720847,0.0003678517,0.001220741,0.00003917684,0.003224357,0.01088018,0.9704065,0.002885972],"study_design_scores_gemma":[0.005789294,0.0005625543,0.002208061,0.002139496,0.004358913,0.0001281776,0.0003103754,0.0003853453,0.001218331,0.0003050785,0.9768161,0.005778269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00332368,0.03423091,0.0001016611,0.008064187,0.02419803,0.01012119,0.007006219,0.003776695,0.9091774],"genre_scores_gemma":[0.00956977,0.003298827,0.00184005,0.002114438,0.006734097,0.0003499656,0.002966928,0.01350499,0.959621],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7818955,"threshold_uncertainty_score":0.9998519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0109520691189971,"score_gpt":0.2391428419541964,"score_spread":0.2281907728351993,"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."}}