{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000314446,0.0004486099,0.0006442242,0.000476966,0.0006574331,0.001121706,0.0008227128,0.001955549,0.006909804],"category_scores_gemma":[0.0009198774,0.0003694924,0.0008254813,0.0005135288,0.0008305078,0.0004582891,0.0006111111,0.0007148331,0.0004798625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008671031,"about_ca_system_score_gemma":0.0007425348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01221191,"about_ca_topic_score_gemma":0.006382427,"domain_scores_codex":[0.9998436,0.00003638311,0.000007763739,0.00002050023,0.00004393234,0.00004777851],"domain_scores_gemma":[0.9994104,0.000353076,0.0000552614,0.00004120374,0.00007812991,0.00006190466],"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":[0.00004968323,0.00006931392,0.00124693,0.00003877346,0.00001480512,0.0001078449,0.00003141686,0.9937723,0.001715321,0.001248335,0.0002160608,0.001489227],"study_design_scores_gemma":[0.000007721973,0.00002285123,0.0004673131,0.000005564156,0.000003169547,0.000007368681,0.00001538298,0.9986142,0.0003292591,0.0002301271,0.0002931185,0.000003960775],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9045566,0.0007332492,0.0433771,0.0008054557,0.0001761849,0.0001566917,0.001285365,0.0005335293,0.04837589],"genre_scores_gemma":[0.9881396,0.0001702532,0.005709531,0.00006383206,0.00001766543,0.0001416444,0.0003530048,0.00006328556,0.005341082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01221191,"threshold_uncertainty_score":0.02428168,"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."}}