{"id":"W7132589496","doi":"","title":"Metal powder flowability: effect of humidity and impact on the reproducibility of the measurements","year":2019,"lang":"en","type":"article","venue":"NPARC","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relative humidity; Humidity; Reproducibility; Titanium; Moisture; Water content","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007531438,0.0007909735,0.0007133044,0.001056378,0.0006647551,0.001221575,0.0008587971,0.001147125,0.001690121],"category_scores_gemma":[0.02108081,0.0005473394,0.0005982698,0.001123159,0.001123026,0.0008304201,0.0008476134,0.0008126883,0.0005874878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004713075,"about_ca_system_score_gemma":0.0003445028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002431084,"about_ca_topic_score_gemma":0.00220736,"domain_scores_codex":[0.9883354,0.002756019,0.0009458209,0.001961482,0.005563409,0.0004378621],"domain_scores_gemma":[0.9756489,0.01533792,0.001504529,0.003613962,0.003748466,0.0001461817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001533278,0.0002575782,0.01978753,0.0007505206,0.0002364155,0.0004269714,0.00106696,0.002586622,0.9048179,0.000616396,0.000854826,0.06706508],"study_design_scores_gemma":[0.0000236783,0.001010701,0.03110243,0.00005445258,0.0001453025,0.0004158115,0.0002752417,0.005730365,0.9571668,0.0003494255,0.003670182,0.00005567529],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8558089,0.01023141,0.1193363,0.0006959531,0.0009931671,0.000541502,0.001557498,0.001306595,0.009528622],"genre_scores_gemma":[0.9677781,0.001285693,0.02712334,0.0002503564,0.0001064929,0.000187141,0.0006186281,0.0003842727,0.002265897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007531438,"threshold_uncertainty_score":0.03983051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0194452483786944,"score_gpt":0.238757051049634,"score_spread":0.2193118026709396,"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."}}