{"id":"W2005669356","doi":"10.1007/s00231-014-1304-6","title":"Development of an inverse heat conduction model and its application to determination of heat transfer coefficient during casting solidification","year":2014,"lang":"en","type":"article","venue":"Heat and Mass Transfer","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Thermocouple; Casting; Heat transfer coefficient; Heat transfer; Thermal conduction; Mechanics; Cooling curve; Thermodynamics; Latent heat; Composite material; Metallurgy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003216284,0.0004521831,0.0005552052,0.0002856105,0.0003965365,0.0005296667,0.0008170899,0.0007911357,0.0007438078],"category_scores_gemma":[0.0008298398,0.0005077319,0.0005471686,0.0002838333,0.0003489057,0.000565853,0.0003265647,0.0006668704,0.0003409931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004015693,"about_ca_system_score_gemma":0.001088665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005920202,"about_ca_topic_score_gemma":0.003555479,"domain_scores_codex":[0.9998839,0.00001897861,0.000006574858,0.00002617652,0.00005444247,0.000009857605],"domain_scores_gemma":[0.9997857,0.00007940045,0.00001997932,0.00003843754,0.00006875148,0.000007688401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004889575,0.00008086625,0.001552878,0.0001268066,0.00001653981,0.0001180602,0.0001542461,0.8516413,0.09244692,0.006337086,0.0004530438,0.04702341],"study_design_scores_gemma":[0.000002527625,0.0000160471,0.0002023707,0.000002523047,0.000003176553,0.00002373285,0.000005947035,0.9871701,0.01172632,0.0002417447,0.0006001632,0.000005385996],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0612679,0.0001881755,0.9340609,0.00007599533,0.00003715295,0.00007167172,0.00006533806,0.0007629608,0.003469848],"genre_scores_gemma":[0.8486103,0.0003843532,0.1444134,0.00003193196,0.00001841688,0.0001875541,0.0001755592,0.0002678801,0.005910625],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.005920202,"threshold_uncertainty_score":0.0117715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676157244429251,"score_gpt":0.2131737688015898,"score_spread":0.1964121963572973,"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."}}