{"id":"W2997871443","doi":"10.23640/07243.10299503.v1","title":"ORCID-Poster.pdf","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["metaresearch","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005568182,0.0001014032,0.0001782404,0.0001211832,0.00007064097,0.001252473,0.002602663,0.0001408402,0.8785276],"category_scores_gemma":[0.01142797,0.00007071684,0.00008204811,0.000601279,0.000004300676,0.001741918,0.0005725619,0.0002872401,0.4901166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002337088,"about_ca_system_score_gemma":0.00008275049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007107384,"about_ca_topic_score_gemma":0.000003337726,"domain_scores_codex":[0.9978555,0.00007329776,0.0003166815,0.0004189525,0.001088146,0.0002474089],"domain_scores_gemma":[0.9979693,0.0008863409,0.0001697164,0.000612371,0.0002366793,0.0001255587],"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":[0.000003020629,0.000004049292,0.003327017,0.000003729063,0.000002058738,0.00000309019,0.00006415533,0.00000731487,0.00001827981,0.00001961702,0.9874943,0.009053314],"study_design_scores_gemma":[0.0001427197,0.00001429492,0.01492751,0.0001509378,8.90012e-7,0.000007505052,0.0001146179,0.0001907192,0.0005906446,0.001126219,0.9826044,0.0001295876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03331951,0.0001930997,0.000002943499,0.001649796,0.0007085471,0.0003608781,0.05699011,0.0001287045,0.9066464],"genre_scores_gemma":[0.8502207,4.750885e-7,0.00003220749,0.002731765,0.0002568067,0.00002978291,0.01065099,0.00001420391,0.1360631],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8169012,"threshold_uncertainty_score":0.9997844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1283028159175165,"score_gpt":0.3996546508002371,"score_spread":0.2713518348827206,"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."}}