{"id":"W2076367308","doi":"10.4028/www.scientific.net/amr.15-17.59","title":"Influence of Cooling Rate on the Size of the Precipitates and Thermal Characteristic of Al-Si Cast Alloys","year":2006,"lang":"en","type":"article","venue":"Advanced materials research","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Solidus; Cooling curve; Materials science; Nucleation; Crystallization; Mass fraction; Aluminium; Thermal; Work (physics); Dendrite (mathematics); Metallurgy; Thermodynamics; Composite material; Alloy; Geometry","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":[0.0006512947,0.0001244049,0.0002466074,0.00004076408,0.00006827793,0.00002211515,0.0003119048,0.00004425594,0.00003925963],"category_scores_gemma":[0.0004201405,0.00007086297,0.00002258366,0.0001395294,0.0004738102,0.0000985015,0.0001473511,0.0001376687,0.000002501294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000217792,"about_ca_system_score_gemma":0.0000228452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001274728,"about_ca_topic_score_gemma":0.00001017869,"domain_scores_codex":[0.9987944,0.0001976619,0.0003640911,0.0001327942,0.0002536314,0.0002574452],"domain_scores_gemma":[0.9987093,0.0006357615,0.00009438012,0.0003345573,0.0002082036,0.00001779316],"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":[0.0001632275,0.000008794716,0.0001836005,0.0002343131,0.00001715561,7.347572e-7,0.0003078649,0.0162078,0.9825233,0.0001975237,0.00001382025,0.0001419249],"study_design_scores_gemma":[0.0001618281,0.00005379488,0.07694932,0.0001769813,0.000004494115,0.000002036261,0.00005176583,0.00008294058,0.9221147,0.0002535289,0.0000847819,0.00006385384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990634,0.0002165568,0.00000244096,0.00006628664,0.0000808463,0.000377221,0.00007715981,0.00001610312,0.0001000011],"genre_scores_gemma":[0.9996248,0.000110767,0.0001062882,0.00001224019,0.00002541941,0.00002842707,0.000001778191,0.00002903792,0.00006119552],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07676572,"threshold_uncertainty_score":0.2889708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01345172744159575,"score_gpt":0.2565010801969005,"score_spread":0.2430493527553048,"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."}}