{"id":"W3215263462","doi":"","title":"Traitement intégré d'informations vidéo pour la vidéosurveillance : le projet CAnADA","year":2008,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Video Analysis and Summarization","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0084095,0.0006795156,0.0007915368,0.000320618,0.001435586,0.001274596,0.003153794,0.0004090131,0.0001351504],"category_scores_gemma":[0.001965624,0.0007603645,0.0004152154,0.001356093,0.0003454102,0.000830738,0.00202966,0.001077347,0.00008108254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006096984,"about_ca_system_score_gemma":0.005477577,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3406121,"about_ca_topic_score_gemma":0.688697,"domain_scores_codex":[0.9843204,0.01073812,0.001595542,0.001285796,0.001271486,0.0007886786],"domain_scores_gemma":[0.9884055,0.002082114,0.001308952,0.003253813,0.004494708,0.0004549023],"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":[0.00001494107,0.001472371,0.007921855,0.0003921883,0.0004892775,0.00004771076,0.03059788,0.009084648,0.0006797123,0.6596469,0.04058754,0.2490649],"study_design_scores_gemma":[0.0007975998,8.309126e-7,0.0204539,0.001214025,0.00006079137,0.00005929603,0.0002828687,0.494932,0.003577092,0.001808503,0.4758494,0.0009637337],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01241844,0.0009849744,0.8085417,0.06931981,0.000579011,0.0007550736,0.0001824257,0.0002305489,0.1069881],"genre_scores_gemma":[0.8497341,0.003403882,0.1049253,0.0006787708,0.00008352385,0.0002098699,0.001372059,0.00007137586,0.03952111],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8373157,"threshold_uncertainty_score":0.9998644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01444961602860954,"score_gpt":0.2103302186525222,"score_spread":0.1958806026239127,"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."}}