{"id":"W4392197828","doi":"","title":"Suivi de l'évolution des végétaux implantés dans des systèmes végétalisés de gestion des eaux pluviales","year":2023,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Bioretention; Environmental science; Stormwater; Ecology; Surface runoff; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008600385,0.000330387,0.0004634939,0.0003371584,0.0005472077,0.002192224,0.0004886525,0.001016434,0.00244341],"category_scores_gemma":[0.001975975,0.0003496272,0.0005277646,0.0002966823,0.0006308414,0.0009476479,0.0005259574,0.0006760065,0.0006456409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001371661,"about_ca_system_score_gemma":0.0006413602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005185232,"about_ca_topic_score_gemma":0.005794085,"domain_scores_codex":[0.9994942,0.00008605517,0.00002886374,0.0001628904,0.0001392459,0.00008870535],"domain_scores_gemma":[0.9981477,0.001009808,0.0001809716,0.0001375505,0.0003975421,0.0001264172],"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":[0.0003920536,0.00003172214,0.004626725,0.0000680004,0.0000184205,0.00004750839,0.0001764308,0.001385685,0.9859208,0.0003532723,0.00005054975,0.006928799],"study_design_scores_gemma":[0.0000324413,0.0008566143,0.05164252,0.0000221596,0.00008771483,0.0002101498,0.0008455322,0.02408813,0.9157865,0.0004677082,0.005911786,0.00004880282],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919431,0.0005063762,0.005457797,0.0001470759,0.00003251951,0.00001468792,0.0001930929,0.00007475933,0.001630528],"genre_scores_gemma":[0.9921664,0.0002093129,0.002581641,0.00004467418,0.000003977682,0.00002410332,0.000171049,0.00004312719,0.004755646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005185232,"threshold_uncertainty_score":0.01031011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02813251263492108,"score_gpt":0.2296504970470761,"score_spread":0.201517984412155,"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."}}