{"id":"W1994586581","doi":"10.2136/sssaj2011.0228n","title":"Probe Body and Thermal Contact Conductivity Affect Error of Heat Pulse Method Based on Infinite Line Source Approximation","year":2012,"lang":"en","type":"article","venue":"Soil Science Society of America Journal","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"National Natural Science Foundation of China","keywords":"Thermal diffusivity; Thermal conductivity; Line source; RADIUS; Thermal conduction; Analytical Chemistry (journal); Thermal; Materials science; Line (geometry); Heat equation; Volumetric heat capacity; Thermodynamics; Laser flash analysis; Chemistry; Soil science; Mathematics; Composite material; Physics; Heat transfer; Heat flux; Optics; Geometry; Environmental science; Chromatography; Mathematical analysis","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":[],"consensus_categories":[],"category_scores_codex":[0.001872043,0.0001476372,0.0003029199,0.0000698549,0.0003389508,0.00003747903,0.0002152891,0.00006358681,0.00007428748],"category_scores_gemma":[0.00008422253,0.000112038,0.0001814409,0.0005489508,0.0006310447,0.0004234419,0.0000413265,0.000235295,0.000002826938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000568041,"about_ca_system_score_gemma":0.000157564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001913061,"about_ca_topic_score_gemma":0.000004212499,"domain_scores_codex":[0.9984407,0.0001754874,0.0003336131,0.0001899563,0.0005048775,0.0003553741],"domain_scores_gemma":[0.9988118,0.0001752705,0.0004120427,0.0002212961,0.0001805565,0.0001990345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004269974,0.0004032833,0.004669129,0.00006254617,0.00004548619,1.24358e-7,0.003020905,0.2026002,0.7589795,0.00123004,0.00005438124,0.02889172],"study_design_scores_gemma":[0.001207922,0.0006626299,0.06078522,0.000138907,0.00006053843,0.00004736117,0.003161549,0.8317772,0.09854243,0.000142902,0.003124202,0.0003491464],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9113824,0.00007008959,0.08587109,0.0006240059,0.00008595367,0.0001530034,0.000005785925,0.00002133426,0.001786371],"genre_scores_gemma":[0.9798322,0.00001131364,0.01968276,0.0002639257,0.0001321208,0.00001276017,0.000001791507,0.00001296764,0.00005020302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.660437,"threshold_uncertainty_score":0.4568776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244123171337049,"score_gpt":0.2943281805016348,"score_spread":0.2718869487882643,"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."}}