{"id":"W2925837636","doi":"","title":"Hot Tearing in Cast Aluminum Alloys: Measures and Effects of Process Variables","year":2010,"lang":"en","type":"article","venue":"Digital WPI","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Worcester Polytechnic Institute","keywords":"Metallurgy; Tearing; Materials science; Aluminium; Process (computing); Composite material; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005043163,0.0001521832,0.0001925112,0.00007739898,0.00001778382,0.00008817466,0.0001247898,0.00008867517,0.000004692374],"category_scores_gemma":[0.0001305268,0.0001361975,0.00002074209,0.0001018928,0.00009366314,0.0003585134,0.00004521798,0.0002028622,0.000003872357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001298818,"about_ca_system_score_gemma":0.00001619751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002618712,"about_ca_topic_score_gemma":0.0000763213,"domain_scores_codex":[0.9993428,0.000004397878,0.0001711102,0.0001499319,0.0001198394,0.0002119279],"domain_scores_gemma":[0.9997052,0.00005016724,0.00002219281,0.0001381211,0.00003370524,0.000050632],"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":[0.00004274753,0.00005483499,0.05288949,0.001757134,0.00009833276,0.00003285329,0.004402467,0.001068648,0.9079562,0.0002486555,0.0002054761,0.03124318],"study_design_scores_gemma":[0.0015302,0.0001326906,0.05919926,0.0004941838,0.0000391575,0.0001759441,0.0005098063,0.003693124,0.9264345,0.001688862,0.005115139,0.0009871395],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957825,0.0004264624,0.00004847204,0.000004772829,0.0002628582,0.0001554566,0.000008377047,0.00009316335,0.003217962],"genre_scores_gemma":[0.9996428,0.000008301055,0.0001804085,0.000007193878,0.00005052178,0.00001247376,0.000003424806,0.00003485886,0.00005996573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03025604,"threshold_uncertainty_score":0.5553973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003847110379147672,"score_gpt":0.1799186910637308,"score_spread":0.1760715806845831,"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."}}