{"id":"W7104462848","doi":"10.71781/11925","title":"Développement de méthodes analytiques et devenir environnemental de multiples classes de contaminants pharmaceutiques","year":2023,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Western europe; Pharmaceutical technology; Qualitative analysis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007892496,0.002242946,0.00174963,0.004592203,0.001352269,0.003690101,0.002197113,0.003256293,0.004376594],"category_scores_gemma":[0.008579874,0.001561731,0.002506984,0.002615015,0.001869484,0.00276473,0.002150723,0.003693439,0.003645431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001737204,"about_ca_system_score_gemma":0.00476654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007804201,"about_ca_topic_score_gemma":0.01126377,"domain_scores_codex":[0.9861794,0.002526709,0.0007890841,0.004106727,0.005889239,0.0005088875],"domain_scores_gemma":[0.9931028,0.002483986,0.0008276119,0.0008445801,0.002568787,0.0001722356],"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":[0.0003013095,0.0002627759,0.004658742,0.004128879,0.0006442718,0.0003570883,0.0007189647,0.002115557,0.8141638,0.00332066,0.002487546,0.1668405],"study_design_scores_gemma":[0.00004864348,0.0005718398,0.005881895,0.0005473107,0.0003781744,0.000901887,0.0003962973,0.009288651,0.8736536,0.001600415,0.1065396,0.0001917189],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08507794,0.0503833,0.8332413,0.002478509,0.001467753,0.001869273,0.003473759,0.003727465,0.01828063],"genre_scores_gemma":[0.2030009,0.03622286,0.7199354,0.002487577,0.0003394176,0.002415544,0.003239406,0.001090165,0.03126867],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007892496,"threshold_uncertainty_score":0.04174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02642268335868198,"score_gpt":0.2782047953419394,"score_spread":0.2517821119832575,"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."}}