{"id":"W1964958896","doi":"10.2514/2.7651","title":"Experimental Thermal Contact Conductance of Bead-Blasted SS 304 at Light Loads","year":2003,"lang":"en","type":"article","venue":"Journal of Thermophysics and Heat Transfer","topic":"Adhesion, Friction, and Surface Interactions","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Materials science; Bead; Thermal conductivity; Thermal contact conductance; Conductance; Thermal; Contact resistance; Composite material; Mechanics; Thermal conduction; Heat transfer; Thermal resistance; Thermodynamics; Condensed matter physics; Physics","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":[0.00006521113,0.0001387849,0.0002681704,0.00003462009,0.00007323873,0.00001387376,0.00006204526,0.00005702416,0.0002005859],"category_scores_gemma":[0.000001870079,0.0001116525,0.0001444244,0.00006956507,0.00002612814,0.0002180961,0.000002786736,0.0001640456,0.000003639094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005456382,"about_ca_system_score_gemma":0.00001849828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004640522,"about_ca_topic_score_gemma":0.000002316035,"domain_scores_codex":[0.9992939,0.00003105742,0.0003218993,0.00007235791,0.0001455292,0.0001352608],"domain_scores_gemma":[0.9997003,0.00003978061,0.00001680229,0.00008732663,0.00007700293,0.00007875862],"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":[0.00006647375,0.00008611654,0.000311877,0.00002116366,0.0001070838,0.000005514116,0.00146056,0.0009631,0.9960243,0.0007038341,0.0001928285,0.00005712158],"study_design_scores_gemma":[0.0007598944,0.0002280154,0.001609417,0.00005730803,0.00004430765,0.00005251428,0.0003710599,0.0002628618,0.9945903,0.00008073037,0.001810572,0.0001329805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932534,0.002077,0.0007203888,0.0000347686,0.0006755334,0.00006395091,0.000008435793,0.00001315082,0.003153351],"genre_scores_gemma":[0.9994888,0.0002435796,0.00005055258,0.00001884631,0.00008047641,0.000001475008,6.325439e-7,0.00002457051,0.00009101532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006235431,"threshold_uncertainty_score":0.4553055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025121014724503,"score_gpt":0.2138392148959181,"score_spread":0.2035880047486731,"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."}}