{"id":"W4389526881","doi":"10.1002/adfm.202309304","title":"Crack‐Free Tungsten Fabricated via Laser Powder Bed Fusion Additive Manufacturing","year":2023,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Materials science; Tungsten; Oxide; Argon; Nitrogen; Diffusion; Melting point; Grain boundary; Solubility; Fusion; Oxygen; Chemical engineering; Microstructure; Thermal diffusivity; Analytical Chemistry (journal); Metallurgy; Composite material; Physical chemistry; Thermodynamics","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":[0.000110266,0.0002498418,0.0003554311,0.0003423763,0.000211726,0.0003110032,0.0003657416,0.0004710408,0.0009019532],"category_scores_gemma":[0.0002351706,0.0002520223,0.0003617193,0.0003036075,0.0002177125,0.0003184814,0.0002544357,0.0003378268,0.0003109975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003147214,"about_ca_system_score_gemma":0.0002058219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005293152,"about_ca_topic_score_gemma":0.00139436,"domain_scores_codex":[0.9998453,0.0000049606,0.000007596861,0.00003372362,0.00008738862,0.00002108409],"domain_scores_gemma":[0.9998606,0.00002172855,0.00004593499,0.00002645115,0.00003391365,0.00001132238],"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":[0.00004735356,0.00001053921,0.0001820327,0.00006880197,0.000006546409,0.00007997039,0.0000286431,0.0004951869,0.9964892,0.0001626686,0.00005783296,0.002371315],"study_design_scores_gemma":[0.00000713962,0.0001925161,0.001593732,0.0000048084,0.0000103301,0.00009019281,0.00001690402,0.002275227,0.994516,0.000039478,0.00124787,0.000005929083],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915978,0.0003440947,0.005967682,0.0000264192,0.00003150003,0.00002398701,0.0001455169,0.0001457806,0.001717166],"genre_scores_gemma":[0.9912024,0.0001277353,0.007358017,0.000008578667,0.000002954504,0.0000175363,0.0001171815,0.00002545555,0.001140302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009019532,"threshold_uncertainty_score":0.003017366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054813005734144,"score_gpt":0.2053664540879259,"score_spread":0.1948183240305844,"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."}}