{"id":"W575433759","doi":"","title":"Mobilization of Multi-walled Carbon Nanotubes in Partially Saturated Porous Media","year":2011,"lang":"en","type":"article","venue":"European geosciences union general assembly","topic":"Nanopore and Nanochannel Transport Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Carbon nanotube; Porous medium; Materials science; Filtration (mathematics); Saturation (graph theory); Porosity; Volumetric flow rate; Chemical engineering; Composite material; Nanotechnology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004998911,0.0001936402,0.0002377845,0.0002291434,0.000053518,0.00001089888,0.00027228,0.00004366555,0.00001185868],"category_scores_gemma":[0.00003184128,0.00016445,0.0000446632,0.0007364914,0.00009402222,0.0001507284,0.00003722284,0.00008867456,0.000006450518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002176431,"about_ca_system_score_gemma":0.00002218539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004851325,"about_ca_topic_score_gemma":0.001918044,"domain_scores_codex":[0.9986088,0.0001322052,0.0004499575,0.0002643301,0.0002275126,0.0003171822],"domain_scores_gemma":[0.9995906,0.00002145873,0.00007073105,0.0001705507,0.00007829392,0.00006832822],"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":[0.00007749823,0.0005310879,0.08720683,0.0001418057,0.00007996733,0.0002308891,0.02436611,0.03849838,0.833726,0.0005538171,0.0001696577,0.01441792],"study_design_scores_gemma":[0.001739409,0.0003264612,0.6419767,0.0001536068,0.00004109196,0.00000822799,0.0008722385,0.06008951,0.2930621,0.00007528771,0.0007906297,0.0008648489],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930828,0.0006298323,0.0007204711,0.00001110678,0.0007521042,0.0001474378,0.000006392879,0.0001594638,0.004490419],"genre_scores_gemma":[0.9979428,0.0005514353,0.001255269,0.0000156819,0.00006386529,0.000005377338,0.00001640982,0.00002694249,0.0001222207],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5547698,"threshold_uncertainty_score":0.6706077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02959672911816538,"score_gpt":0.213993428699313,"score_spread":0.1843966995811476,"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."}}