{"id":"W1767352952","doi":"10.1139/t2012-073","title":"Discussion of “Intrinsic permeability of materials ranging from sand to rock-fill using natural air convection tests”<sup>1</sup>Appears in the Canadian Geotechnical Journal,<b>48</b>(5): 679–690 [doi:10.1139/t10-097].","year":2012,"lang":"en","type":"article","venue":"Canadian Geotechnical Journal","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Geotechnical engineering; Permeability (electromagnetism); Geology; Chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.003065356,0.0004581393,0.0002920378,0.0008020763,0.001004453,0.0007751159,0.001541574,0.0008834684,0.00234445],"category_scores_gemma":[0.005266902,0.0002039428,0.0005304357,0.0005385322,0.001899443,0.001500561,0.0006183927,0.001059491,0.0003116285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006351356,"about_ca_system_score_gemma":0.0005858556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002826993,"about_ca_topic_score_gemma":0.006249596,"domain_scores_codex":[0.9986958,0.0003691701,0.00009230727,0.0001338747,0.0006124916,0.00009639184],"domain_scores_gemma":[0.9971306,0.001839261,0.0002075267,0.0001965702,0.0005403184,0.00008575421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003556712,0.0001694152,0.01774152,0.0009750463,0.0000612395,0.0009224328,0.001682149,0.006855501,0.8888035,0.01550965,0.004727021,0.06219686],"study_design_scores_gemma":[0.000005509608,0.0002606355,0.01052085,0.00005831799,0.00003312494,0.0007277277,0.0005127966,0.005726321,0.963971,0.00290377,0.01523626,0.00004369974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.6667472,0.007676554,0.2743848,0.00610015,0.00184697,0.0002952277,0.001219892,0.001211327,0.04051791],"genre_scores_gemma":[0.9676853,0.001276325,0.02317509,0.0006953525,0.000131893,0.0000644337,0.0002546852,0.0001020945,0.006614817],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.003065356,"threshold_uncertainty_score":0.01621139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171336937760742,"score_gpt":0.2208875512309612,"score_spread":0.2091741818533537,"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."}}