{"id":"W4299845335","doi":"","title":"Gestion des sédiments de dragage pollués.","year":2006,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Historical and Environmental Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Geology; Computer science","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"],"consensus_categories":[],"category_scores_codex":[0.005163777,0.0004099635,0.0004198174,0.00008518402,0.002173516,0.0002210346,0.0009876974,0.0004716411,0.0006979299],"category_scores_gemma":[0.0009183808,0.0004573344,0.0002960106,0.0004849738,0.001951352,0.0002067462,0.001015114,0.0006798429,0.0003987909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002019195,"about_ca_system_score_gemma":0.000171817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08184599,"about_ca_topic_score_gemma":0.02338584,"domain_scores_codex":[0.9898257,0.007449984,0.0005462106,0.0007792278,0.0006600318,0.0007387984],"domain_scores_gemma":[0.9968923,0.001089724,0.0003955054,0.000860904,0.0004219202,0.000339606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002371662,0.00322171,0.0659526,0.0002783655,0.0002478388,0.00002726716,0.1060774,0.0005495168,0.002352939,0.2442595,0.01730203,0.5597071],"study_design_scores_gemma":[0.0006985898,0.00000135015,0.254474,0.002333806,0.0001951132,0.00000806062,0.0008807589,0.002207447,0.005965131,0.02798312,0.7041248,0.001127807],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.334154,0.008338944,0.04357168,0.03311627,0.0007365955,0.0005360363,0.00008208734,0.0002587307,0.5792056],"genre_scores_gemma":[0.7407137,0.004129493,0.02861323,0.000111324,0.0001029684,0.00008033345,0.0001469861,0.00004541045,0.2260565],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6868228,"threshold_uncertainty_score":0.9997879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02071557315102835,"score_gpt":0.2290055641600666,"score_spread":0.2082899910090383,"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."}}