{"id":"W7116391391","doi":"10.58079/15e79","title":"Nos jeunes chercheurs soutiennent","year":2025,"lang":"","type":"article","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Military, Security, and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Renaissance; Gens; Historicity (philosophy); Courage; Object (grammar)","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001237409,0.0006026857,0.0007377955,0.000510928,0.002773024,0.0003451266,0.001269422,0.00120441,0.001954453],"category_scores_gemma":[0.001804833,0.0006539327,0.0004837932,0.003326363,0.00148383,0.0007677897,0.0004183816,0.00129208,0.0003437474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001470461,"about_ca_system_score_gemma":0.002063263,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02695644,"about_ca_topic_score_gemma":0.005533705,"domain_scores_codex":[0.9952676,0.0009358101,0.0006058466,0.001005479,0.0007430682,0.001442162],"domain_scores_gemma":[0.9969954,0.0006226648,0.000326771,0.0005776102,0.0008850694,0.0005925205],"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":[0.0001156288,0.000765719,0.007199074,0.0001158488,0.0008048191,0.00003683075,0.1784823,0.00003537682,0.0002410551,0.08831712,0.7154804,0.00840577],"study_design_scores_gemma":[0.001322397,0.00008797723,0.09355713,0.0002836453,0.0004122416,0.000003239351,0.4464365,0.00004344111,0.0002002486,0.002039667,0.4549135,0.0006999733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3444909,0.01037638,0.00007883887,0.2810682,0.007303288,0.001388087,0.0001971078,0.0003285782,0.3547687],"genre_scores_gemma":[0.832352,0.001812298,0.0000811947,0.001423741,0.0009639814,0.00002689672,0.00004185412,0.00002393661,0.1632741],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4878611,"threshold_uncertainty_score":0.9995912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05819578971574361,"score_gpt":0.3083715449633777,"score_spread":0.250175755247634,"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."}}