{"id":"W2413310320","doi":"10.1111/j.1745-6584.2010.00739.x","title":"Characterizing Hydraulic Conductivity with the Direct‐push Permeameter","year":2010,"lang":"en","type":"letter","venue":"Ground Water","topic":"Groundwater flow and contamination studies","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Military College of Canada; Polytechnique Montréal","funders":"","keywords":"Library science; Geological survey; Art history; Archaeology; Art; Geology; History; Computer science; Paleontology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002977015,0.0004798345,0.0004020444,0.00004534883,0.000549953,0.0003148664,0.0005247704,0.0005616692,0.002084969],"category_scores_gemma":[0.000004761126,0.0002182591,0.0001347941,0.00008400361,0.0006544258,0.0004546183,0.0004242286,0.002276575,0.002236782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001257846,"about_ca_system_score_gemma":0.0000062501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006584558,"about_ca_topic_score_gemma":0.0003081007,"domain_scores_codex":[0.9976051,0.0001513032,0.0002176933,0.000698653,0.0006145607,0.0007127152],"domain_scores_gemma":[0.9990696,0.00007936764,0.0001064573,0.0006750401,0.00002188362,0.00004760548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002462356,0.00005173068,0.003191043,0.000045681,0.0002139552,0.00025107,0.005258135,0.000001147671,0.03234917,0.000002083253,0.949226,0.009385377],"study_design_scores_gemma":[0.0001790661,0.00005192725,0.009467314,0.00001080011,0.00008389153,0.00005758137,0.00005887865,0.000002921825,0.003307524,0.00002160358,0.9863081,0.0004504054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4797555,0.00001298095,0.0001602576,0.5094741,0.0006836741,0.0004004342,0.0000172131,0.00008992627,0.009405855],"genre_scores_gemma":[0.4561348,0.000004050412,0.00004199049,0.4561372,0.001448612,0.0002040468,0.0001590475,0.00007301996,0.08579727],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07639142,"threshold_uncertainty_score":0.9988273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340351776455775,"score_gpt":0.1959093776091343,"score_spread":0.1825058598445766,"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."}}