{"id":"W2561763945","doi":"10.17118/11143/5997","title":"Circula","year":2025,"lang":"en","type":"paratext","venue":"Circula","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001055875,0.0004603572,0.0007305105,0.000239583,0.0004183731,0.0005306165,0.0005686144,0.0002630623,0.1058985],"category_scores_gemma":[0.0001890621,0.0003728817,0.0005608555,0.00009290795,0.0002643054,0.00005816569,0.0001312064,0.0004946252,0.03889133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001574986,"about_ca_system_score_gemma":0.0001566107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001229974,"about_ca_topic_score_gemma":0.0004127184,"domain_scores_codex":[0.9980773,0.00007035922,0.0004780585,0.0006041758,0.0003481985,0.0004218982],"domain_scores_gemma":[0.9984634,0.0000747298,0.0002337024,0.0006690061,0.000456894,0.0001022942],"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":[0.000002207254,0.0000409772,0.000003194701,0.0003742931,0.0005211097,0.00004369135,0.006025493,0.0000232448,0.00001671337,0.06391897,0.9279566,0.001073446],"study_design_scores_gemma":[0.0001394433,0.000008776138,0.00000464783,0.0002273576,0.0004710663,0.000002690322,0.001181982,0.00003274177,0.00001725028,0.00122825,0.9961668,0.0005189489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001251173,0.005261634,0.0001133487,0.0002373559,0.008702966,0.0002125349,0.0006452865,0.0001120021,0.9845898],"genre_scores_gemma":[0.05372272,0.0001442153,0.00001703745,0.001095258,0.008537512,0.00003620087,0.002162608,0.00004825174,0.9342362],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06821018,"threshold_uncertainty_score":0.9998723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02446491200796119,"score_gpt":0.249649610627648,"score_spread":0.2251846986196868,"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."}}