{"id":"W4404174282","doi":"10.1016/s0992-5945(24)00278-2","title":"Quelle place possible pour les laboratoires de ville dans le dépistage de la soumission chimique ?","year":2024,"lang":"fr","type":"article","venue":"Option/Bio","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Art","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"],"consensus_categories":[],"category_scores_codex":[0.0001471758,0.0003072414,0.0002194713,0.0001063901,0.0002037145,0.0001650258,0.0002617674,0.0005920722,0.0002105469],"category_scores_gemma":[0.0002240663,0.0003299341,0.0001050568,0.0004272586,0.0002885055,0.0002495053,0.0001061324,0.0007358214,0.0001575499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008510849,"about_ca_system_score_gemma":0.0001302958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003433263,"about_ca_topic_score_gemma":0.00003153989,"domain_scores_codex":[0.9986054,0.00008505563,0.0002483778,0.000365311,0.000125252,0.000570601],"domain_scores_gemma":[0.9992327,0.0002460137,0.00003617102,0.0003114551,0.0000357784,0.0001378569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001007784,0.00007144074,0.0004779952,0.0004629362,0.00004801185,0.0001508266,0.0004677701,0.06332088,0.8471434,0.07376598,0.00711906,0.006961641],"study_design_scores_gemma":[0.0002019704,0.00002398333,0.0002159249,0.0005343993,0.000028012,0.00008984315,0.001448987,0.03562219,0.7954628,0.01606438,0.1499384,0.0003691278],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7481401,0.03470361,0.1786901,0.007825184,0.000388592,0.0002107963,0.0001428839,0.002976649,0.02692211],"genre_scores_gemma":[0.8856965,0.003762992,0.07550287,0.00003496027,0.0002992094,0.00003692694,0.00002487826,0.000148007,0.03449364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1428193,"threshold_uncertainty_score":0.9999152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006151588271587399,"score_gpt":0.2412238457189812,"score_spread":0.2350722574473938,"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."}}