{"id":"W7114767317","doi":"10.4000/15bof","title":"Vol. 42/2","year":2025,"lang":"","type":"paratext","venue":"Communication","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001847235,0.001129853,0.001300534,0.001086616,0.001524915,0.0005539872,0.008610633,0.001648573,0.04329997],"category_scores_gemma":[0.001693419,0.001446374,0.0005163736,0.002440277,0.000971405,0.0005052778,0.00459913,0.003447789,0.6126805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001858142,"about_ca_system_score_gemma":0.001826773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004135443,"about_ca_topic_score_gemma":0.000124522,"domain_scores_codex":[0.9916694,0.003833668,0.001827791,0.001080709,0.0007368276,0.0008515625],"domain_scores_gemma":[0.9764157,0.001259587,0.001869267,0.01719332,0.003030606,0.0002315463],"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":[0.0001154974,0.0004778917,0.00004103699,0.0004101151,0.0003498523,4.465908e-7,0.0005062894,0.000213265,0.0002970198,0.001460923,0.9813348,0.01479288],"study_design_scores_gemma":[0.0009490782,0.00005287679,0.0005149659,0.003272859,0.0005280742,0.000002887062,0.0002034254,0.004251653,0.0004806861,0.001060251,0.9876128,0.001070421],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001522694,0.2400774,0.000596101,0.001572121,0.003483522,0.001881671,0.0009139472,0.0002371721,0.7510858],"genre_scores_gemma":[0.06041639,0.1279195,0.002734656,0.0004189099,0.0003993076,0.0006891245,0.01898267,0.0003559942,0.7880835],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5693805,"threshold_uncertainty_score":0.999775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04201518946702468,"score_gpt":0.3443135940199971,"score_spread":0.3022984045529724,"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."}}