{"id":"W3012095891","doi":"10.1007/s11665-020-04743-8","title":"Mechanical Properties and Conductivity of Low-Pressure Die-Cast 319 Aluminum Prepared with Hot Isostatic Pressing, Thermal Treatment, or Chemical Treatment","year":2020,"lang":"en","type":"article","venue":"Journal of Materials Engineering and Performance","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Hot isostatic pressing; Pressing; Aluminium; Die (integrated circuit); Thermal conductivity; Metallurgy; Hot pressing; Composite material; Sintering; Nanotechnology","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":[0.00006443664,0.0002572986,0.0005246861,0.00004363924,0.00003005315,0.00005832024,0.00008611035,0.00006392073,0.00001511088],"category_scores_gemma":[0.0000165878,0.0001495587,0.00003138346,0.00004195722,0.00005025508,0.000304343,0.00003014733,0.00007687875,5.132256e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004185966,"about_ca_system_score_gemma":0.000034171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009939073,"about_ca_topic_score_gemma":8.172555e-7,"domain_scores_codex":[0.9991615,0.00002094836,0.000367685,0.0001271824,0.0001348197,0.0001878612],"domain_scores_gemma":[0.9995899,0.00003017239,0.0001166869,0.0001025601,0.00004429451,0.0001163426],"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":[0.001377104,0.00004548479,0.0001720588,0.001134438,0.0003209565,0.00001601298,0.002318464,0.01798833,0.9758307,0.000001079552,0.000007087858,0.0007882809],"study_design_scores_gemma":[0.001100204,0.001955552,0.0007686614,0.0004802927,0.0001427948,0.0001802116,0.00005965386,0.04733891,0.9475663,1.624862e-7,0.000219611,0.000187614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981779,0.001373456,0.00006315008,0.00003253155,0.0001064386,0.0001627999,0.00001884385,0.00005094267,0.00001392248],"genre_scores_gemma":[0.9978848,0.0008497947,0.001034802,0.000004112735,0.0001455275,0.00001308037,0.000001458033,0.00003861257,0.00002784412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02935058,"threshold_uncertainty_score":0.6098829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0279547579189041,"score_gpt":0.194730257762083,"score_spread":0.1667754998431789,"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."}}