{"id":"W2733536937","doi":"10.5281/zenodo.400021","title":"Partager Des Modèles Xml : Quel Intérêt ?","year":2003,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Armand Frappier Museum","funders":"","keywords":"Humanities; Political science; Computer science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01082857,0.000706744,0.0007253749,0.0003038621,0.001317994,0.002642076,0.003259925,0.0004746971,0.000476661],"category_scores_gemma":[0.003319387,0.0007709934,0.0003855292,0.000850192,0.0008078446,0.001381467,0.002555524,0.001027916,0.0004406149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002672264,"about_ca_system_score_gemma":0.0008228031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005164453,"about_ca_topic_score_gemma":0.0003203219,"domain_scores_codex":[0.990173,0.005351683,0.00157644,0.001143062,0.0008484375,0.0009074192],"domain_scores_gemma":[0.9881495,0.001680401,0.00157536,0.003302594,0.004843429,0.0004486804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00000239627,0.0004962077,0.0005702506,0.0008539073,0.00007077685,0.000004358516,0.04454818,0.0005494956,0.000168013,0.8445825,0.001783539,0.1063704],"study_design_scores_gemma":[0.000711069,0.000001085051,0.002149983,0.007206592,0.000072576,0.00009379719,0.0004860916,0.6987333,0.01917057,0.1690423,0.1009574,0.001375137],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01696267,0.002197904,0.7722729,0.004350786,0.000692456,0.0004036267,0.00001468537,0.0003500038,0.202755],"genre_scores_gemma":[0.2519291,0.001100471,0.6813756,0.0005993919,0.0000660204,0.00008080951,0.0001280827,0.00008046217,0.06463999],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6981838,"threshold_uncertainty_score":0.9999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0305939489933654,"score_gpt":0.2379739559725367,"score_spread":0.2073800069791713,"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."}}