{"id":"W4389617713","doi":"10.1057/s41280-023-00292-0","title":"About the cover","year":2023,"lang":"en","type":"article","venue":"postmedieval a journal of medieval cultural studies","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cover (algebra); Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001111333,0.0001808022,0.0003737694,0.00011368,0.0009066716,0.00006515178,0.0003691977,0.00003789812,0.0009598637],"category_scores_gemma":[0.002484759,0.00008129077,0.0002197156,0.0002075022,0.001284819,0.0003673217,0.0000963894,0.0004465816,0.0005872227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007344794,"about_ca_system_score_gemma":0.00007403178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006336763,"about_ca_topic_score_gemma":0.00002652688,"domain_scores_codex":[0.9979098,0.0001141085,0.0006703158,0.0001155344,0.0008781696,0.0003120607],"domain_scores_gemma":[0.9975321,0.000528115,0.0003817854,0.0001178604,0.001297374,0.0001427275],"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":[0.0001351677,0.0000415168,0.00004998689,0.00006105086,0.0005076284,0.00006303826,0.1458309,0.000005543758,0.000118598,0.04252166,0.8073742,0.003290699],"study_design_scores_gemma":[0.0004609015,0.0003548711,0.0002490383,0.0001327083,0.0001029379,0.0000509794,0.05419115,0.00001546423,0.00003483708,0.002013705,0.9422687,0.0001247281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7780969,0.0552825,0.000007374176,0.07203501,0.02619466,0.0004875955,0.0000704479,0.0002182573,0.06760725],"genre_scores_gemma":[0.9236476,0.00933109,0.0000457489,0.00735166,0.01522295,0.00002662763,0.0000307951,0.00003784094,0.04430569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1455507,"threshold_uncertainty_score":0.9999534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1440306758855727,"score_gpt":0.3368107297114035,"score_spread":0.1927800538258307,"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."}}