{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001879454,0.0009613092,0.001512792,0.0004393464,0.0000536724,0.00009229763,0.0004984654,0.0007994493,0.0004238316],"category_scores_gemma":[0.0009099692,0.0008596255,0.0001966356,0.000315484,0.0003009911,0.0002229045,0.0002575135,0.001056555,0.00003965183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007437798,"about_ca_system_score_gemma":0.0006419109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004005206,"about_ca_topic_score_gemma":0.004676158,"domain_scores_codex":[0.9955412,0.0001156279,0.00149085,0.001192862,0.0008708957,0.0007886094],"domain_scores_gemma":[0.9974738,0.0001820557,0.0003628632,0.001259935,0.0005387957,0.0001824863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006093357,0.0005885236,0.5538811,0.1113344,0.0008252012,0.0004598943,0.007826127,0.02459612,0.2230072,0.0000422363,0.06163349,0.01519638],"study_design_scores_gemma":[0.01008435,0.001896031,0.3321928,0.009699996,0.002019983,0.002183998,0.001236695,0.1676868,0.3899338,0.0006092988,0.06742174,0.01503452],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.944729,0.005500737,0.0005911542,0.0002373216,0.002121603,0.00280401,0.0001377056,0.0005829314,0.0432955],"genre_scores_gemma":[0.98985,0.0001050073,0.004044607,0.00006807918,0.0003199012,0.0000304574,0.000090673,0.0002886111,0.0052026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2216883,"threshold_uncertainty_score":0.9993855,"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."}}