{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005988166,0.001460453,0.0006567505,0.002064913,0.002073692,0.007042156,0.0006526887,0.002074448,0.8068477],"category_scores_gemma":[0.002102897,0.0004109435,0.000538647,0.00224868,0.001084141,0.001597337,0.001916037,0.002557908,0.818504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001646902,"about_ca_system_score_gemma":0.001366257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004256551,"about_ca_topic_score_gemma":0.006518472,"domain_scores_codex":[0.9993823,0.00006500771,0.00002661578,0.0001536119,0.0002706455,0.0001018957],"domain_scores_gemma":[0.9991674,0.0002020908,0.00003060638,0.0001255527,0.000292216,0.00018211],"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":[0.00008113762,0.00005791598,0.0002737972,0.0001809689,0.000006955662,0.00009366541,0.00003962308,0.0001051215,0.0006473539,0.003515231,0.9349391,0.06005898],"study_design_scores_gemma":[0.00001835678,0.00002813352,0.0006740719,0.0001479312,0.000004455511,0.00008863863,0.00004948462,0.0001406144,0.0003284433,0.0007681356,0.9977447,0.000007206396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000432724,0.001016603,0.0001745456,0.001115659,0.001841485,0.00004397453,0.001231572,0.0003548542,0.9937885],"genre_scores_gemma":[0.001302578,0.0006345742,0.00006077946,0.0004470076,0.0003109027,0.00002605175,0.0004988885,0.0001150007,0.9966042],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1931523,"threshold_uncertainty_score":0,"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."}}