{"id":"W2058544699","doi":"10.1007/s11663-004-0035-3","title":"Surface-oriented melt/substrate heat-transfer model in aluminum strip casting","year":2004,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions B","topic":"Phase Change Materials Research","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Heat transfer; Materials science; Casting; Layer (electronics); Substrate (aquarium); Wetting; Fluid dynamics; Metallurgy; Contact angle; Mechanics; Thermodynamics; Composite material","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":[0.0002010099,0.0005388208,0.0007745111,0.0002830364,0.0004962601,0.0007726788,0.0009363096,0.00142347,0.002803825],"category_scores_gemma":[0.0003903759,0.0003734996,0.0005394919,0.0002149621,0.0005998671,0.0004608136,0.0002984167,0.0005762895,0.0004592267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007875013,"about_ca_system_score_gemma":0.0008373085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01561766,"about_ca_topic_score_gemma":0.01146918,"domain_scores_codex":[0.9999238,0.00001885289,0.000002247938,0.00001373907,0.00002234977,0.00001900957],"domain_scores_gemma":[0.9998657,0.00005649891,0.00001481839,0.00001237985,0.00003570737,0.00001491537],"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":[0.0001418651,0.0001158281,0.0004588871,0.00009792153,0.00001733299,0.0001725903,0.0000520623,0.9653046,0.01619385,0.01355199,0.0005477811,0.003345282],"study_design_scores_gemma":[0.00001003501,0.00001113743,0.0001213673,0.000002514219,0.000003169208,0.000004698944,0.000005015652,0.998552,0.0008806799,0.0002991417,0.0001076356,0.000002557414],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7679882,0.001346172,0.1519292,0.0005589369,0.0001932446,0.0002309432,0.0005840926,0.0006255211,0.07654366],"genre_scores_gemma":[0.986286,0.0002027078,0.003720655,0.00002423758,0.00002046566,0.00003993282,0.00008800277,0.00005526919,0.009562688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01561766,"threshold_uncertainty_score":0.03105354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03708325752202019,"score_gpt":0.2565149440951057,"score_spread":0.2194316865730855,"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."}}