{"id":"W2021805868","doi":"10.3166/isi.8.5-6.153-172","title":"Documents semi-structurés et métadonnées. Contribution à la réingénierie de collections de documents","year":2003,"lang":"fr","type":"article","venue":"Ingénierie des systèmes d information","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002721384,0.000316442,0.0003438318,0.0004138829,0.001750596,0.0006877204,0.0005041715,0.0006614041,0.001024093],"category_scores_gemma":[0.002933833,0.0003791201,0.0001459059,0.001636714,0.001153548,0.003579911,0.0001087304,0.0006204311,0.0002449035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002762238,"about_ca_system_score_gemma":0.001155288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002824659,"about_ca_topic_score_gemma":0.0004989617,"domain_scores_codex":[0.9959218,0.001671416,0.0008708665,0.0002051995,0.0004342977,0.0008964289],"domain_scores_gemma":[0.9977087,0.0004353299,0.0006340773,0.0004679142,0.0004655598,0.0002884561],"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":[0.00004114784,0.0001622876,0.006051296,0.0001889841,0.0002009677,0.000007813319,0.05041015,0.000343812,0.0002179304,0.8962026,0.01240947,0.0337635],"study_design_scores_gemma":[0.001432311,0.00008294743,0.001911526,0.0002695927,0.00008877931,0.0002103161,0.007184618,0.00228494,0.001352076,0.1228527,0.861864,0.0004661589],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2970611,0.003079104,0.08257604,0.004892139,0.003752861,0.001958618,0.0001954115,0.0009509682,0.6055338],"genre_scores_gemma":[0.9845594,0.002522683,0.006273096,0.0007884905,0.00006714857,0.0002086556,0.0001441269,0.00002296243,0.005413397],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8494546,"threshold_uncertainty_score":0.9998891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01484484925404557,"score_gpt":0.2985009623272593,"score_spread":0.2836561130732137,"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."}}