{"id":"W2794355740","doi":"10.1007/s40962-018-0215-6","title":"Effects of Alloying Elements and Testing Temperature on the Q-Index of Al–Si Based Alloys","year":2018,"lang":"en","type":"article","venue":"International Journal of Metalcasting","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Structural material; Metallurgy; Index (typography); Computer science","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":[0.0005246979,0.0001388104,0.0002163831,0.0001663043,0.00004345945,0.00003744995,0.0003248339,0.00004169037,0.00001810611],"category_scores_gemma":[0.001184064,0.00009281483,0.00007403178,0.0001070169,0.0001032962,0.0001366437,0.00005571217,0.0002427337,8.1896e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004121899,"about_ca_system_score_gemma":0.00003136697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006007975,"about_ca_topic_score_gemma":0.000001844357,"domain_scores_codex":[0.9987311,0.00005033261,0.0005283903,0.00008429482,0.0004772011,0.000128723],"domain_scores_gemma":[0.9982681,0.0006329762,0.0003826614,0.00007714718,0.0006044522,0.00003466211],"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":[0.00005345729,0.00001637146,0.004568447,0.00006790549,0.000343907,0.00001677138,0.0002706114,0.002033537,0.9857801,0.00003904721,0.00009174678,0.006718063],"study_design_scores_gemma":[0.0009601302,0.0002786275,0.01328188,0.001333516,0.00007632677,0.0001446465,0.0001401139,0.03793415,0.9451774,0.0001055633,0.0004167504,0.0001508879],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977633,0.0003281013,0.0007681021,0.0001369263,0.000641037,0.00008133282,0.00000357952,0.0000127294,0.0002648778],"genre_scores_gemma":[0.9940647,0.000007916289,0.00548255,0.0001596291,0.0002518505,0.000001263971,4.894247e-7,0.00002340052,0.000008225147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04060272,"threshold_uncertainty_score":0.3784879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01312578271147608,"score_gpt":0.2313350809733242,"score_spread":0.2182092982618481,"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."}}