{"id":"W4379207635","doi":"10.1163/15685241-02301000","title":"Front matter","year":2023,"lang":"it","type":"paratext","venue":"KronoScope","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Loyola Marymount University; Centre National de la Recherche Scientifique; Colgate University; Universität Konstanz; Indiana State University; Vanderbilt University","keywords":"Front (military); Computer science; Geology; Oceanography","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0007927865,0.002080766,0.002287086,0.001036521,0.0004345709,0.0007822409,0.002257609,0.001633876,0.7473159],"category_scores_gemma":[0.00009902752,0.002237601,0.0007172727,0.00095579,0.0004993125,0.0003856632,0.001335721,0.002299876,0.9997971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001519259,"about_ca_system_score_gemma":0.001060229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001277266,"about_ca_topic_score_gemma":0.0001815223,"domain_scores_codex":[0.9909675,0.000679174,0.001638382,0.002666044,0.001312687,0.002736198],"domain_scores_gemma":[0.9944379,0.0002905854,0.001011012,0.003199839,0.0002895275,0.0007711328],"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":[0.0001982262,0.0002013261,0.0005814104,0.0006334017,0.0007527451,0.000154985,0.000734005,0.0003173521,0.0006226563,0.00001536661,0.9955229,0.0002656675],"study_design_scores_gemma":[0.001074677,0.0002062299,0.008139792,0.001606492,0.0004917348,0.00001641197,0.0001753408,0.0001468148,0.000683787,0.00005127641,0.9851618,0.002245626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002537965,0.004615951,0.00009172246,0.000932207,0.02790974,0.002121754,0.007940384,0.0007013701,0.9531489],"genre_scores_gemma":[0.001795136,0.0005760959,0.0005506128,0.001029529,0.004226565,0.000461476,0.005192679,0.002797849,0.9833701],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2524812,"threshold_uncertainty_score":0.9996622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02630550257030543,"score_gpt":0.2913943353310658,"score_spread":0.2650888327607603,"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."}}