{"id":"W1997017830","doi":"10.1115/1.4003155","title":"Geometrical Effects on the Temperature Distribution in a Half-Space Due to a Moving Heat Source","year":2011,"lang":"en","type":"article","venue":"Journal of Heat Transfer","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Péclet number; Superposition principle; Heat transfer; Geometry; Mechanics; Aspect ratio (aeronautics); Square (algebra); Heat flux; Work (physics); Orientation (vector space); Line source; Materials science; Optics; Physics; Mathematics; Thermodynamics; Mathematical analysis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000381013,0.0001495144,0.0002475122,0.0001880383,0.00004440276,0.00005675236,0.0001901901,0.0001145191,0.00001904529],"category_scores_gemma":[0.0000808093,0.00009537776,0.00007661074,0.0003877778,0.00001418957,0.0001413073,0.000009337057,0.0004422664,0.000005998741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001461684,"about_ca_system_score_gemma":0.00001701199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003618182,"about_ca_topic_score_gemma":0.000007149014,"domain_scores_codex":[0.9991426,0.00006549678,0.0002670627,0.00009114191,0.0002121383,0.0002215711],"domain_scores_gemma":[0.9996262,0.0001095219,0.000004154535,0.0001254802,0.00004771809,0.00008698197],"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":[0.000695101,0.0002732554,0.0005807021,0.0005329233,0.0001123514,0.000544065,0.00392937,0.00506543,0.9781498,0.0007482954,0.006172596,0.003196065],"study_design_scores_gemma":[0.0004421899,0.0004660939,0.005642276,0.0007004298,0.00002895933,0.0001640285,0.00002915332,0.0005031538,0.9904331,0.0002718829,0.001127554,0.0001911602],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9603332,0.0001755584,0.03793534,0.0009787856,0.0002024578,0.0001698799,0.000004248478,0.00008833117,0.0001121995],"genre_scores_gemma":[0.9992967,0.00001790067,0.0003418719,0.0001734709,0.0001267449,0.000009666685,9.218638e-7,0.00002767494,0.000005100766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03896344,"threshold_uncertainty_score":0.3889392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009437249740506394,"score_gpt":0.2010253551914858,"score_spread":0.1915881054509794,"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."}}