{"id":"W2087409057","doi":"10.1007/s00231-007-0229-8","title":"Effective thermal conductivity of water-saturated sintered powder-metal plates","year":2007,"lang":"en","type":"article","venue":"Heat and Mass Transfer","topic":"Heat and Mass Transfer in Porous Media","field":"Engineering","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Thermal conductivity; Distilled water; Porosity; Composite material; Metal; Nickel; Metal powder; Thermal; Range (aeronautics); Atmospheric temperature range; Metallurgy; Thermodynamics","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":[0.0002057905,0.0002319483,0.0003346896,0.0002990707,0.0002332746,0.0004136444,0.0003390127,0.0002539832,0.002481332],"category_scores_gemma":[0.0003959815,0.0002206015,0.000187112,0.0002755966,0.0005880077,0.0004707192,0.000167648,0.0002818795,0.0002748928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004051352,"about_ca_system_score_gemma":0.0002135603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007813646,"about_ca_topic_score_gemma":0.001003925,"domain_scores_codex":[0.9998393,0.00001702529,0.000007503443,0.00004483924,0.00005889759,0.00003237059],"domain_scores_gemma":[0.9997754,0.0001120525,0.00003240194,0.00001629295,0.0000528843,0.00001101238],"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":[0.0004953866,0.00002260266,0.0006650576,0.0001493505,0.0000187936,0.0001437626,0.000159001,0.00525079,0.9879936,0.001883112,0.000178072,0.003040364],"study_design_scores_gemma":[0.00001588874,0.00006915464,0.002378478,0.000008975544,0.00001378626,0.00005305912,0.0001013915,0.01296658,0.9837429,0.0001840887,0.0004551063,0.00001057454],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929315,0.0003783372,0.00282806,0.00003323427,0.00001511188,0.000006834226,0.0002133953,0.00006727318,0.003526245],"genre_scores_gemma":[0.9981191,0.00007970882,0.000679463,0.000005279665,0.000003081629,0.000004069092,0.0001120305,0.00001329408,0.0009840446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002481332,"threshold_uncertainty_score":0.0083009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008463150754339042,"score_gpt":0.2092446916636294,"score_spread":0.2007815409092904,"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."}}