{"id":"W910641959","doi":"10.2172/1131409","title":"Lost Foam Thin Wall: Feasibility of Producing Lost Foam Castings in Aluminum and Magnesium Based Alloys","year":2014,"lang":"en","type":"report","venue":"","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"U.S. Department of Energy","keywords":"Materials science; Tearing; Casting; Metal foam; Aluminium; Metallurgy; Magnesium; Composite material; Yield (engineering); Alloy; Molding (decorative); Sand casting; Mold","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":[0.0002668768,0.0003021136,0.0002026538,0.0006956056,0.0003436609,0.0005480416,0.0004553022,0.0003503205,0.0009349189],"category_scores_gemma":[0.0003579858,0.0001860886,0.0002842623,0.0002769933,0.0002272911,0.0002730135,0.0002776493,0.0002302535,0.0006190877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003887152,"about_ca_system_score_gemma":0.0004431519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003287416,"about_ca_topic_score_gemma":0.008699028,"domain_scores_codex":[0.999668,0.0000189378,0.00001493773,0.00002338356,0.000239984,0.00003473067],"domain_scores_gemma":[0.999809,0.00001442861,0.0000461843,0.00002917167,0.00007204917,0.00002920429],"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":[0.0001633228,0.00008216039,0.001899654,0.0001602045,0.000009754614,0.0005182745,0.0001417146,0.002155003,0.9721227,0.0009350259,0.0003521259,0.02146015],"study_design_scores_gemma":[0.0000205057,0.0005272636,0.004303405,0.00002103799,0.00001754027,0.0003868268,0.0000590823,0.003595188,0.979884,0.0001289306,0.01104354,0.00001258044],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573677,0.001486476,0.01919016,0.000101236,0.00007036071,0.0001396763,0.0002414344,0.0004509246,0.02095197],"genre_scores_gemma":[0.9680683,0.0005766655,0.02288125,0.00001541414,0.00001121875,0.00002528022,0.0002061568,0.00007502513,0.008140745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003287416,"threshold_uncertainty_score":0.006536543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02834348510610557,"score_gpt":0.2455872795312093,"score_spread":0.2172437944251037,"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."}}