{"id":"W2034437663","doi":"10.1179/174313309x380396","title":"Developing castability index for magnesium diecasting alloys","year":2009,"lang":"en","type":"article","venue":"International Journal of Cast Metals Research","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Castability; Materials science; Tearing; Alloy; Casting; Thermal conductivity; Metallurgy; Magnesium alloy; Magnesium; Composite material","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":[0.0006101382,0.0006027814,0.0005317699,0.003130781,0.0002800969,0.000564528,0.0005686247,0.0002623341,0.0008210173],"category_scores_gemma":[0.002173259,0.0002276082,0.000508798,0.00119696,0.0002309537,0.000345347,0.0003835725,0.0003692587,0.0003232521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008739728,"about_ca_system_score_gemma":0.0004721489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00745058,"about_ca_topic_score_gemma":0.01529968,"domain_scores_codex":[0.9989846,0.00004210237,0.00005592524,0.00008641533,0.0007873517,0.00004354296],"domain_scores_gemma":[0.9979685,0.00025357,0.0003794956,0.000191761,0.001115864,0.00009070864],"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":[0.0004490954,0.0001607276,0.1607946,0.0003825246,0.0001344438,0.0001989239,0.0002019806,0.02981582,0.6311366,0.0007359803,0.0007599912,0.1752293],"study_design_scores_gemma":[0.00001473322,0.0006458122,0.2899034,0.0000252264,0.0001186316,0.0003134245,0.0001068572,0.09632327,0.6086319,0.0003020361,0.003545141,0.00006962031],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.946374,0.0005943658,0.04608101,0.0000214191,0.00002042882,0.0001069477,0.0007331057,0.0006360143,0.005432627],"genre_scores_gemma":[0.9854577,0.000102179,0.01202803,0.000003175103,0.000003540652,0.00001947381,0.0009313456,0.00003118882,0.001423504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00745058,"threshold_uncertainty_score":0.01481444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09763550993480928,"score_gpt":0.384629924681242,"score_spread":0.2869944147464327,"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."}}