{"id":"W7106019808","doi":"10.63489/acad.2025.35748","title":"A Note from the Co-Editors","year":2025,"lang":"en","type":"article","venue":"Acadiensis","topic":"Legal Cases and Commentary","field":"Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.00005214658,0.00005996335,0.0001009269,0.00001871421,0.00007443297,0.000009796936,0.00007036146,0.00003858229,0.0001791498],"category_scores_gemma":[0.00006047802,0.00003588519,0.00006854624,0.0001081443,0.00003757626,0.00002458517,0.00004019052,0.0001551424,0.00008675225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003555543,"about_ca_system_score_gemma":0.00002925677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001144599,"about_ca_topic_score_gemma":0.00003652203,"domain_scores_codex":[0.9995796,0.00001570596,0.00008615138,0.0001119684,0.00009411269,0.0001124355],"domain_scores_gemma":[0.9994968,0.000189932,0.00001508894,0.0002392001,0.00001971383,0.00003926653],"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":[0.00008041355,0.00003165828,0.02579451,0.000005405749,0.00008471174,0.0000409123,0.0003590544,3.401906e-7,0.001298149,0.0002906642,0.9558098,0.01620444],"study_design_scores_gemma":[0.0004836473,0.000037709,0.08824638,0.00004444254,0.0001489988,0.000004943885,0.0001516877,0.00004793879,0.003006661,0.0001720973,0.907611,0.00004456869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9049273,0.0006066767,0.00006195206,0.07540197,0.001498522,0.0001574892,0.00003029743,0.00004955449,0.01726623],"genre_scores_gemma":[0.9586467,0.00004356131,0.0001473054,0.03861623,0.001613007,0.000007408325,0.00003093759,0.000005568823,0.0008893163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06245187,"threshold_uncertainty_score":0.1961565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043642295616426,"score_gpt":0.2986802511917641,"score_spread":0.2882438282355998,"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."}}