{"id":"W4394569860","doi":"10.1017/s0961137124000056","title":"PMM volume 33 issue 1 Cover and Back matter","year":2024,"lang":"en","type":"paratext","venue":"Plainsong and Medieval Music","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Cover (algebra); Volume (thermodynamics); Geology; Geography; Physics; Engineering; Thermodynamics; Mechanical 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004059426,0.0003905378,0.0008665244,0.0003039693,0.000174301,0.0003479115,0.0001792575,0.0002904249,0.3716022],"category_scores_gemma":[0.00002919752,0.0004068709,0.0001262342,0.0001201136,0.0002948922,0.0001692497,0.0003248861,0.0003454992,0.9033266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008280027,"about_ca_system_score_gemma":0.00002374537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001897439,"about_ca_topic_score_gemma":0.000005576288,"domain_scores_codex":[0.9978859,0.00001177184,0.0005407991,0.001036619,0.00004918477,0.0004756774],"domain_scores_gemma":[0.999218,0.00005706696,0.0002202311,0.0002947515,0.00002089692,0.000189],"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":[0.00001102092,0.0000156684,0.0002795977,0.0004395353,0.0001900727,0.000005827613,0.00116797,0.000004072162,6.954253e-7,0.0002921546,0.9972654,0.0003279736],"study_design_scores_gemma":[0.0003664379,0.00002503069,0.0002509344,0.0001328061,0.00004608453,0.00001115304,0.0002881992,0.0003731172,0.000001530634,0.0001778209,0.9978532,0.0004736576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00451387,0.02988609,0.00001852149,0.001026391,0.01928052,0.0002534397,0.004204744,0.00001849053,0.9407979],"genre_scores_gemma":[0.001914476,0.006660673,0.0000592233,0.001506422,0.001194062,0.00002269248,0.0001330624,0.00005410278,0.9884553],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5317243,"threshold_uncertainty_score":0.9998383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0303926577210448,"score_gpt":0.2121442171074527,"score_spread":0.1817515593864079,"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."}}