{"id":"W4231451855","doi":"10.1007/978-1-4020-3995-9_426","title":"Permeameter","year":2007,"lang":"en","type":"book-chapter","venue":"Encyclopedia of earth sciences series/Encyclopedia of earth sciences","topic":"Geology and Paleoclimatology Research","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Permeameter; Geology; Environmental science; Soil science; Hydraulic conductivity","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000448904,0.001087003,0.0006963806,0.001462874,0.0009134837,0.002726442,0.001741701,0.0009750127,0.2388328],"category_scores_gemma":[0.002103651,0.0005932774,0.0005798427,0.001289254,0.0004699875,0.004366734,0.002907643,0.001061401,0.1300488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006482744,"about_ca_system_score_gemma":0.0008625116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001890846,"about_ca_topic_score_gemma":0.001708539,"domain_scores_codex":[0.9992023,0.00007395298,0.0000390307,0.0002655141,0.0002998666,0.0001193245],"domain_scores_gemma":[0.9993027,0.00008548915,0.00003186676,0.0002540466,0.0002463105,0.00007939419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005140217,0.0001578288,0.0014758,0.0007349229,0.00005778114,0.0003125232,0.0002770942,0.00348736,0.02467414,0.09522051,0.3801344,0.4929537],"study_design_scores_gemma":[0.00003485871,0.00004928781,0.0004510154,0.00005579701,0.00002737282,0.0003067949,0.00006922738,0.003916697,0.01883076,0.01143092,0.9647933,0.00003395539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01025713,0.001516491,0.167395,0.0009098292,0.001064825,0.0002409633,0.01260784,0.1063685,0.6996394],"genre_scores_gemma":[0.1764732,0.002054856,0.07661355,0.002298914,0.0003407033,0.0003788698,0.02503236,0.02611841,0.6906893],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2388328,"threshold_uncertainty_score":0.7989755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03374929515435132,"score_gpt":0.2632531253810899,"score_spread":0.2295038302267386,"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."}}