{"id":"W7070509191","doi":"","title":"Plan directeur des infrastructures vertes de gestion des eaux pluviales pour un secteur de la ville de Magog","year":2022,"lang":"fr","type":"other","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); European union; Prospection; Transportation infrastructure","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":[0.0008968679,0.001239763,0.000519312,0.001054146,0.001374272,0.003404526,0.001237505,0.001115395,0.01174963],"category_scores_gemma":[0.001770065,0.0006184811,0.001246069,0.0009829669,0.0008958278,0.001930717,0.002135405,0.001411578,0.002302903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002775685,"about_ca_system_score_gemma":0.004749683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08061101,"about_ca_topic_score_gemma":0.1464155,"domain_scores_codex":[0.9993351,0.0001186341,0.00002819259,0.0001650444,0.0002230586,0.0001299325],"domain_scores_gemma":[0.9991888,0.0002337281,0.00007174744,0.0001563112,0.0002668129,0.00008259946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003370044,0.0001735839,0.01378272,0.001015548,0.0001503001,0.0006991742,0.002398659,0.4345491,0.0360577,0.07534242,0.0183931,0.4171007],"study_design_scores_gemma":[0.00006682581,0.0002719278,0.01142069,0.0003699596,0.0001505624,0.0003977701,0.003551301,0.7091497,0.03126698,0.03729578,0.2059186,0.0001400095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.03772665,0.0006440538,0.9212762,0.0008087896,0.0001321114,0.0004138884,0.001188169,0.004004938,0.03380519],"genre_scores_gemma":[0.2523615,0.0007657262,0.7050641,0.0001414065,0.0000225997,0.0004173338,0.001837532,0.0007848843,0.03860494],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.919389,"threshold_uncertainty_score":0.1602836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007089917802787876,"score_gpt":0.1994128495249381,"score_spread":0.1923229317221502,"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."}}