{"id":"W6939846832","doi":"10.6084/m9.figshare.25958248","title":"Impact of hydraulic conductivity, diffusion, and self-healing of cracked cementitious-based materials on the groundwater flow and solute transport modelling for in-situ decommissioning projects","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nuclear decommissioning; Cementitious; Hydraulic conductivity; Piping; Groundwater; Water transport; Permeability (electromagnetism); Diffusion","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":[0.0005540575,0.000848168,0.0007158734,0.0006785118,0.0004170382,0.001701151,0.0009959333,0.002384653,0.001243273],"category_scores_gemma":[0.00122444,0.0004735281,0.001106848,0.0004013877,0.0008699959,0.001117125,0.0004996003,0.0008386936,0.0001541985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001330541,"about_ca_system_score_gemma":0.0009113997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02708348,"about_ca_topic_score_gemma":0.01348533,"domain_scores_codex":[0.9997818,0.00005535976,0.00001748133,0.00005077201,0.00003773401,0.0000567457],"domain_scores_gemma":[0.9993363,0.0003978086,0.00008758027,0.00003172183,0.00009586685,0.00005062766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009350193,0.0001372542,0.005374813,0.00006557405,0.0000183108,0.0001471278,0.00003816971,0.9829695,0.007549474,0.0007129273,0.00007924456,0.00281412],"study_design_scores_gemma":[0.0000108611,0.00006873711,0.001401816,0.000009292795,0.00001227775,0.00002072954,0.00004148766,0.995636,0.002472454,0.0001674194,0.0001496789,0.000009176125],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810848,0.0003762677,0.01412717,0.0001928365,0.00002442383,0.00005671842,0.00028248,0.00009760415,0.003757585],"genre_scores_gemma":[0.9964843,0.0001677327,0.002259026,0.00001482795,0.000003571954,0.00002197248,0.00008325745,0.00001342632,0.0009518883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02708348,"threshold_uncertainty_score":0.05385166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04558289806307314,"score_gpt":0.2615820663182819,"score_spread":0.2159991682552088,"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."}}