{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001973307,0.0001455699,0.0002527058,0.0004709729,0.00008280481,0.0001855707,0.0006983144,0.00007644055,0.00009467018],"category_scores_gemma":[0.0009189588,0.0001231089,0.0001446732,0.0001859598,0.00008877858,0.0004273376,0.00007480779,0.000485409,0.000009089452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004532904,"about_ca_system_score_gemma":0.0001809865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007585186,"about_ca_topic_score_gemma":0.00001204708,"domain_scores_codex":[0.9977305,0.00008828517,0.0006181522,0.0001405177,0.001043164,0.000379387],"domain_scores_gemma":[0.9970029,0.0002857493,0.0001028112,0.0001257541,0.002381891,0.0001008769],"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":[0.001204671,0.0001370446,0.002433912,0.0003137997,0.0009415272,0.0005178222,0.003063996,0.02603642,0.6397973,0.003100218,0.002615728,0.3198376],"study_design_scores_gemma":[0.007739,0.00210609,0.08116526,0.0009228674,0.0001493336,0.007792556,0.003104409,0.07774388,0.6592242,0.04280834,0.1151809,0.002063156],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9166173,0.001605399,0.07627768,0.001951157,0.001675344,0.0003085156,0.00002070548,0.00004768437,0.001496232],"genre_scores_gemma":[0.9882765,0.00004341824,0.01077448,0.00004648447,0.0006952251,0.000005394106,0.000002563534,0.00002513692,0.000130761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3177744,"threshold_uncertainty_score":0.5020237,"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."}}