{"id":"W7132896813","doi":"","title":"Key Insights into Permeable Interlocking Concrete Pavement: Measuring, Mimicking and Mitigating Clogging","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Urban Stormwater Management Solutions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hudbay Minerals (Canada)","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Clogging; Interlocking; Infiltration (HVAC); Gradation; Pervious concrete","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005169959,0.0005291399,0.0003681528,0.0007188394,0.0002020913,0.0006707439,0.0003628646,0.0006110251,0.0005188767],"category_scores_gemma":[0.0007370159,0.0002147745,0.0001881751,0.0004172997,0.0005242802,0.0008163443,0.0003138136,0.0005054558,0.0001335352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004920107,"about_ca_system_score_gemma":0.0003608075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001816515,"about_ca_topic_score_gemma":0.004869716,"domain_scores_codex":[0.9995727,0.0000531343,0.00001959028,0.00009982245,0.0002076516,0.00004712874],"domain_scores_gemma":[0.9994267,0.0001273736,0.0001918214,0.00004020779,0.0001788316,0.00003507159],"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":[0.00006668313,0.00004331522,0.004279444,0.0002259608,0.000008087098,0.0001054125,0.0002508709,0.001607074,0.9769171,0.0002477548,0.00005076412,0.01619747],"study_design_scores_gemma":[0.000004645044,0.0009131653,0.02803654,0.00005753091,0.00005341956,0.0003729257,0.001049103,0.01082228,0.9547613,0.0004471023,0.003446077,0.00003596531],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694389,0.001677079,0.02688282,0.0000915856,0.00001671031,0.00007132769,0.0001188053,0.0001751864,0.001527592],"genre_scores_gemma":[0.9817202,0.0009618311,0.0164461,0.00003632347,0.000005679969,0.00002124792,0.00006025886,0.00001909456,0.000729141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001816515,"threshold_uncertainty_score":0.003611863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02053830126347197,"score_gpt":0.2681371556579109,"score_spread":0.2475988543944389,"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."}}