{"id":"W7012417594","doi":"","title":"Bibliographie","year":2025,"lang":"fr","type":"book-chapter","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tribute; Public servant; Servant; Civil servant","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0005358608,0.0009618785,0.001293544,0.004112898,0.0004452415,0.000154404,0.001145358,0.004730823,0.02432505],"category_scores_gemma":[0.0009192019,0.0008986135,0.001059616,0.004293007,0.002551596,0.0002604409,0.0006901148,0.005318823,0.001637657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008994945,"about_ca_system_score_gemma":0.001347829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008766588,"about_ca_topic_score_gemma":0.00004201723,"domain_scores_codex":[0.9946818,0.0001311433,0.0006894519,0.001213007,0.001571239,0.001713409],"domain_scores_gemma":[0.9952518,0.0008822507,0.0002962213,0.0008668658,0.0006364828,0.002066352],"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":[0.00046663,0.0002794073,0.0004455078,0.0006821787,0.001711821,0.002541978,0.00008049398,0.000001029395,0.008474194,0.2430107,0.6149839,0.1273221],"study_design_scores_gemma":[0.003730232,0.0004480941,0.006719341,0.004763263,0.001235788,0.0001818661,0.0005299937,0.00009300575,0.002257078,0.001783226,0.9773289,0.0009292167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001195588,0.00403192,0.0001142796,0.07299271,0.0011598,0.0008894747,0.001093982,0.0002319741,0.9182903],"genre_scores_gemma":[0.02004819,0.006930635,0.0003167051,0.001730297,0.002282089,0.00001444794,0.000829776,0.00008893328,0.967759],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.362345,"threshold_uncertainty_score":0.9993464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04695250206511389,"score_gpt":0.2870627654260621,"score_spread":0.2401102633609482,"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."}}