{"id":"W1998431772","doi":"10.1007/s10765-013-1456-5","title":"Experimental Investigation of Soil Thermal Conductivity Over a Wide Temperature Range","year":2013,"lang":"en","type":"article","venue":"International Journal of Thermophysics","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":95,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Loam; Thermal conductivity; Permanent wilting point; Soil water; Water content; Field capacity; Soil texture; Saturation (graph theory); Materials science; Soil science; Heat capacity; Thermodynamics; Environmental science; Geology; Physics; Geotechnical engineering; Mathematics; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001025623,0.0001241441,0.0001974592,0.00006923909,0.00003174066,0.00004588809,0.0003600289,0.00006667112,0.0004094422],"category_scores_gemma":[0.00001905507,0.00009839662,0.0001679773,0.00008274847,0.00008453689,0.0004620231,0.00004034323,0.0001493627,0.00002660811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006141728,"about_ca_system_score_gemma":0.00005525345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001519279,"about_ca_topic_score_gemma":0.00001004004,"domain_scores_codex":[0.9989481,0.00006678994,0.0003589526,0.00009807021,0.0004275019,0.0001006039],"domain_scores_gemma":[0.9987077,0.00006614485,0.0005369866,0.0001422151,0.0004828883,0.00006411598],"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":[0.00003149406,0.0001072078,0.002028572,0.000004096764,0.0001932441,0.000003223567,0.0005535256,0.008212892,0.9776313,0.009686089,0.0003828981,0.001165464],"study_design_scores_gemma":[0.001529221,0.0001280651,0.09607043,0.0001223307,0.00003051957,0.00004047778,0.000464987,0.001286914,0.8923991,0.006498198,0.001181674,0.000248076],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968683,0.0001052066,0.00005084087,0.0005630079,0.0004710555,0.00007476215,0.000007557389,0.00001068172,0.001848616],"genre_scores_gemma":[0.9986506,0.000003909966,0.0001683134,0.0002617135,0.0006107541,0.00001538736,0.000005652015,0.00002113768,0.0002625038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09404186,"threshold_uncertainty_score":0.4483105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266528125441792,"score_gpt":0.2411650160674959,"score_spread":0.2284997348130779,"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."}}