{"id":"W2947882877","doi":"10.1088/1757-899x/529/1/012005","title":"Thermo-mechanical simulation of track development in the Laser Beam Melting process - Effect of laser-metal interaction","year":2019,"lang":"en","type":"article","venue":"IOP Conference Series Materials Science and Engineering","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Materials science; Laser; Surface tension; Mechanics; Mechanical engineering; Thermodynamics; Optics; 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":[0.0007951732,0.0001513504,0.0002654984,0.0001046784,0.00003684339,0.00008307895,0.0001908304,0.0000444979,0.00007798435],"category_scores_gemma":[0.0001101437,0.0001078687,0.00001257204,0.0001836549,0.0000624008,0.0005861883,0.00003688163,0.0000630076,0.000003053202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002054781,"about_ca_system_score_gemma":0.00003294878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007124543,"about_ca_topic_score_gemma":0.000002462473,"domain_scores_codex":[0.9990832,0.0000191294,0.0003102434,0.0001590528,0.0002331482,0.0001952405],"domain_scores_gemma":[0.9996068,0.0001120084,0.00007145645,0.0001055058,0.00008036203,0.00002386405],"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":[0.00003755486,0.000005718974,0.00003126007,0.0007947615,0.000005518993,5.991189e-7,0.0009732522,0.1532944,0.8438823,0.00003044862,1.656496e-7,0.0009440353],"study_design_scores_gemma":[0.0001389193,0.00009455875,0.002186415,0.0002038064,0.00000557579,0.000003834028,0.0002402705,0.005978975,0.9909714,0.00001752116,0.00003955216,0.0001191414],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990969,0.00001109182,0.0001925721,0.000005229996,0.0003254378,0.0002127498,0.000008053916,0.00004077372,0.0001072348],"genre_scores_gemma":[0.999831,0.0000109586,0.00009042522,0.000002722693,0.0000245051,0.00002159666,0.000004760755,0.0000113115,0.000002700602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1473154,"threshold_uncertainty_score":0.4398759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075891474905788,"score_gpt":0.2320730709025507,"score_spread":0.2213141561534928,"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."}}