{"id":"W7037403855","doi":"","title":"Dilution method to caracterize fine and ultrafine particle at high concentrations","year":2014,"lang":"fr","type":"article","venue":"","topic":"Coagulation and Flocculation Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"","keywords":"Ultrafine particle; Dilution; Particle (ecology); Particle size; Particulates","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002918427,0.0001255567,0.0001542262,0.00001442033,0.0003019264,0.00004370054,0.00004538918,0.00005005376,0.01101625],"category_scores_gemma":[0.00008193837,0.0001193092,0.00003019571,0.000202616,0.0001465064,0.0001856469,0.0001394413,0.00004435037,0.001331862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001278686,"about_ca_system_score_gemma":0.000003773247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001056235,"about_ca_topic_score_gemma":0.001846814,"domain_scores_codex":[0.9988959,0.0001455527,0.0002413291,0.0002960741,0.0001822033,0.0002389685],"domain_scores_gemma":[0.9993997,0.0001769817,0.00004944817,0.0001573113,0.00001900573,0.0001976039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00006119657,0.0001678076,0.2509622,0.00002152635,0.00004424082,0.000001316672,0.002188717,0.01276492,0.3319491,0.1067784,0.01330578,0.2817549],"study_design_scores_gemma":[0.000362875,0.0000575135,0.7474012,0.000006988826,0.00002743672,0.000004561065,0.00003636101,0.03164255,0.009589964,0.000207954,0.210519,0.0001435151],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7515895,0.0001443491,0.1954606,0.0471858,0.0003445601,0.0002825296,0.00002908721,0.0000499514,0.004913709],"genre_scores_gemma":[0.9577147,0.00002772554,0.01407593,0.001157674,0.00008930084,0.00001375295,0.00001197007,0.000006856937,0.02690207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.496439,"threshold_uncertainty_score":0.9994457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689085327596908,"score_gpt":0.2690967508821087,"score_spread":0.2522058976061397,"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."}}