{"id":"W4392199597","doi":"","title":"Experimental monitoring of the performance of vegetated cells on boulevard Papineau in Montreal","year":2023,"lang":"fr","type":"article","venue":"","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Polytechnique Montréal","funders":"","keywords":"Boulevard; Computer science; Engineering; Civil engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001220298,0.00015082,0.0002597741,0.00007329442,0.00003578953,0.0000043773,0.0001359301,0.00006725699,0.00003214842],"category_scores_gemma":[0.00001118871,0.0001184143,0.00009176283,0.0004278217,0.00008667131,0.00006313874,0.00006800551,0.0001424466,0.00004356565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009335442,"about_ca_system_score_gemma":0.00001066262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001269687,"about_ca_topic_score_gemma":0.001257602,"domain_scores_codex":[0.9990424,0.00003152177,0.0003380123,0.0001317227,0.0001896638,0.0002666581],"domain_scores_gemma":[0.9995901,0.0000902161,0.00003914592,0.0002313279,0.00002349943,0.00002570527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006194197,0.0002336602,0.6842903,0.0008241069,0.0001103603,0.000004517885,0.009993717,0.1423202,0.1558546,0.0001433657,0.0004585297,0.005704727],"study_design_scores_gemma":[0.0002510676,0.00007535922,0.5008584,0.0001838886,0.000005793246,1.200188e-7,0.001012183,0.009719827,0.4877662,0.000004861995,0.00005920224,0.00006309233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927787,0.002057982,0.000001311044,0.0001722425,0.001712694,0.0001652744,0.00001157636,0.0000478677,0.00305236],"genre_scores_gemma":[0.9980248,0.0001741747,0.00005881143,0.000001113594,0.00006661384,0.0000121263,6.193379e-7,0.00001565808,0.001646054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3319116,"threshold_uncertainty_score":0.4828795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747292835771326,"score_gpt":0.2373007049516057,"score_spread":0.2198277765938924,"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."}}