{"id":"W2118217848","doi":"10.1007/s10765-013-1455-6","title":"Thermal Conductivity of Standard Sands. Part III. Full Range of Saturation","year":2013,"lang":"en","type":"article","venue":"International Journal of Thermophysics","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":79,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University; Saint Mary's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Saturation (graph theory); Lambda; Thermal conductivity; Analytical Chemistry (journal); Quartz; Materials science; Thermal diffusivity; Thermodynamics; Physics; Mineralogy; Chemistry; Composite material; Optics; Mathematics; Chromatography; Combinatorics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001310573,0.0003015901,0.0002393886,0.0005624737,0.0001693804,0.0002781956,0.0002720371,0.0001750777,0.003125847],"category_scores_gemma":[0.0005012103,0.0001606705,0.0002581969,0.0004806893,0.0003721819,0.0002620394,0.0002698522,0.0001523495,0.0006881643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002603832,"about_ca_system_score_gemma":0.0001994891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002808374,"about_ca_topic_score_gemma":0.002149075,"domain_scores_codex":[0.9999095,0.00001021993,0.000007318378,0.00002059189,0.00003369171,0.000018685],"domain_scores_gemma":[0.9998125,0.00009451195,0.00001450516,0.00002625097,0.00004121678,0.00001094206],"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":[0.002345413,0.0002573828,0.0322619,0.0009735284,0.000141054,0.0003351519,0.0005144117,0.111745,0.7446887,0.008523196,0.005208632,0.09300573],"study_design_scores_gemma":[0.00008985362,0.0005534014,0.1415653,0.0001220507,0.0001078161,0.0005104801,0.0007186176,0.149705,0.6796968,0.008842326,0.01797188,0.0001163498],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540476,0.002006727,0.01373468,0.00007388298,0.00004032736,0.00004032662,0.003573288,0.0004164513,0.02606682],"genre_scores_gemma":[0.9945754,0.0003795982,0.000773973,0.000008635157,0.000005296714,0.00001743633,0.0009453925,0.00002973448,0.003264464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003125847,"threshold_uncertainty_score":0.01045698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009762027334403229,"score_gpt":0.2159921302476807,"score_spread":0.2062301029132775,"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."}}