{"id":"W7053501973","doi":"","title":"Valorisation des corpus numérisés","year":2012,"lang":"en","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Electrical and Electromagnetic Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dematerialization (economics); Subject (documents); Cultural heritage; Metadata; Digital preservation; Electronic publishing; Service provider","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002573368,0.001519853,0.001507861,0.007575527,0.004138356,0.01532681,0.001249767,0.001318583,0.03418704],"category_scores_gemma":[0.007494153,0.0005822195,0.001036551,0.008565665,0.005466715,0.004962693,0.003383335,0.006325294,0.0151965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00479263,"about_ca_system_score_gemma":0.003097373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008433668,"about_ca_topic_score_gemma":0.007125769,"domain_scores_codex":[0.9963608,0.00154509,0.000232723,0.0005515987,0.001161172,0.000148604],"domain_scores_gemma":[0.9972603,0.001325273,0.0001881465,0.0004248912,0.0006935335,0.0001077545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001107394,0.00004078901,0.0004289238,0.0009360908,0.00004312276,0.0002552383,0.004269728,0.0005533374,0.001066912,0.7296039,0.09840514,0.164286],"study_design_scores_gemma":[0.00001046577,0.00001025595,0.0007463995,0.0002701667,0.000009001518,0.0003710072,0.0005412188,0.0002651697,0.0004113851,0.01731235,0.9800404,0.0000121134],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009096773,0.04042682,0.02909176,0.004968844,0.008656002,0.0001438536,0.003569847,0.000839847,0.9032062],"genre_scores_gemma":[0.2118162,0.09062486,0.09672353,0.00227015,0.01221844,0.002365445,0.01432994,0.003622139,0.5660293],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03418704,"threshold_uncertainty_score":0.1143671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01222876861500838,"score_gpt":0.2325776759388498,"score_spread":0.2203489073238414,"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."}}