{"id":"W4414590948","doi":"10.1016/j.inpsyc.2025.100151","title":"Special commentary: Vale to Carlos de Mendonça Lima","year":2025,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"History of Colonial Brazil","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère","funders":"","keywords":"MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004414881,0.001380529,0.002170001,0.001193977,0.00415135,0.004683672,0.003802657,0.02711944,0.00870735],"category_scores_gemma":[0.04087232,0.0009998122,0.001466438,0.0009093085,0.003369202,0.004287526,0.002326266,0.04796893,0.006967667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004446353,"about_ca_system_score_gemma":0.00724895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01609795,"about_ca_topic_score_gemma":0.01988735,"domain_scores_codex":[0.9961927,0.001210568,0.0003622846,0.0006320049,0.001198507,0.000403945],"domain_scores_gemma":[0.9831282,0.008444034,0.001104221,0.000455103,0.004592246,0.002276184],"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":[0.0000108355,0.000004244974,0.00004436094,0.00006217453,0.000007556365,0.0002824248,0.000130714,0.000009181929,0.00002575902,0.0002748709,0.9982421,0.0009057889],"study_design_scores_gemma":[0.0000288986,0.00002429767,0.0005021069,0.0008419919,0.00002987659,0.001941265,0.001141843,0.00009913588,0.0001639001,0.001421069,0.9937406,0.00006480498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001760529,0.003384351,0.00007168142,0.8570566,0.1378622,0.00001624509,0.00007008052,0.00003901081,0.001323816],"genre_scores_gemma":[0.002547173,0.002978697,0.0001229153,0.8993524,0.08816059,0.00004184128,0.00002677022,0.00005989463,0.00670965],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02711944,"threshold_uncertainty_score":0.03226072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0119615744534762,"score_gpt":0.3501998186942674,"score_spread":0.3382382442407912,"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."}}