{"id":"W4402651433","doi":"10.1051/e3sconf/202456912003","title":"Water retention characterization of non-woven geotextiles: An application for wicking materials","year":2024,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Geotechnical Engineering and Soil Stabilization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Centre of Excellence for Child and Youth Mental Health; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Materials science; Characterization (materials science); Composite material; Nanotechnology","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":[0.0004203095,0.0003574636,0.0001934927,0.00102359,0.0002008871,0.0003494306,0.0001951061,0.000287682,0.0007045973],"category_scores_gemma":[0.0005249262,0.0001181383,0.0001802217,0.0008847653,0.0002685238,0.0004491272,0.0002027374,0.0003317154,0.000160763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001807375,"about_ca_system_score_gemma":0.0001571552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006242709,"about_ca_topic_score_gemma":0.001468585,"domain_scores_codex":[0.9997693,0.00002928697,0.00001322289,0.00003106763,0.0001310238,0.00002613314],"domain_scores_gemma":[0.9995412,0.0001211385,0.0001059223,0.00003441228,0.0001576848,0.00003978668],"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":[0.00005455094,0.00003541673,0.0009678159,0.0001126241,0.00000365556,0.00006313757,0.00008601847,0.0005201086,0.9908583,0.00009643833,0.00005015198,0.007151866],"study_design_scores_gemma":[0.000002100341,0.0003156118,0.006078355,0.00001118652,0.00001068774,0.00009054968,0.0001302186,0.002146684,0.9898886,0.00004514259,0.001266506,0.00001424466],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763095,0.001711699,0.02002028,0.00003174664,0.00002392348,0.00005776073,0.0002464271,0.0001259401,0.001472678],"genre_scores_gemma":[0.9885289,0.0009333607,0.008783868,0.00002282569,0.000007512097,0.00003145871,0.0001252572,0.00002055191,0.001546166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00102359,"threshold_uncertainty_score":0.002357066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214798871517282,"score_gpt":0.2265139299306,"score_spread":0.2143659412154272,"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."}}