{"id":"W1997912730","doi":"10.3166/isi.7.5-6.169-186","title":"Indexation et interrogation de photos de presse décrites en MPEG-7 et stockées dans une base de données XML","year":2002,"lang":"fr","type":"article","venue":"Ingénierie des systèmes d information","topic":"Image Retrieval and Classification Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Art","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002074109,0.000355916,0.0002763342,0.0003983814,0.0003757911,0.001316072,0.0006658767,0.0003855486,0.0001052726],"category_scores_gemma":[0.0009342966,0.0003858266,0.0001355209,0.00095454,0.000273778,0.0106862,0.0001822918,0.0004642099,0.0001248634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001646448,"about_ca_system_score_gemma":0.0004816387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001224367,"about_ca_topic_score_gemma":0.0001412134,"domain_scores_codex":[0.9969134,0.0007849984,0.0009168455,0.0002835317,0.0004715163,0.0006297154],"domain_scores_gemma":[0.9976983,0.0003428192,0.0006822494,0.0004977024,0.0005753204,0.0002036263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007868705,0.0004426996,0.004003516,0.002093622,0.0001164583,0.00002229734,0.4773251,0.001777663,0.02934713,0.139269,0.005249932,0.3402739],"study_design_scores_gemma":[0.0006320914,0.0003399644,0.02233628,0.001228418,0.00006510578,0.0002714677,0.008571151,0.7550887,0.1827645,0.01757035,0.01048372,0.0006483003],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1179204,0.00063797,0.8694873,0.004004169,0.0003156275,0.0005941475,0.00005917814,0.0005429502,0.006438233],"genre_scores_gemma":[0.9597409,0.0008131685,0.03632196,0.00160112,0.0001088457,0.000210708,0.0001286473,0.00002595753,0.001048649],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8418205,"threshold_uncertainty_score":0.9998594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.033166664138992,"score_gpt":0.2646271198825703,"score_spread":0.2314604557435783,"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."}}