{"id":"W2084288439","doi":"10.1361/1054971023604125","title":"Thermodynamic assessment of the Ni-Zn system","year":2002,"lang":"en","type":"article","venue":"Journal of Phase Equilibria and Diffusion","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Thermodynamics; Phase diagram; Phase equilibrium; Materials science; Chemistry; Metallurgy; Physics; Phase (matter); Organic chemistry","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":[0.0001377851,0.00008256136,0.0001799055,0.00006709567,0.00003876533,0.00001470878,0.0001570892,0.00005275825,0.000008934602],"category_scores_gemma":[0.00001435996,0.00005056357,0.00006695846,0.00008895686,0.00003662111,0.00007018077,0.00004305909,0.0001889892,3.186511e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005895162,"about_ca_system_score_gemma":0.000009556778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001538533,"about_ca_topic_score_gemma":5.070015e-7,"domain_scores_codex":[0.9994042,0.0000231738,0.0002482379,0.00004881275,0.0001522686,0.0001233269],"domain_scores_gemma":[0.999655,0.00003029124,0.0001135365,0.0001497487,0.00002236147,0.00002903209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004803108,0.0000674046,0.0006149474,0.00009855215,0.00003885202,0.000007086425,0.0001190992,0.00009910696,0.9875534,0.001097241,0.0003624204,0.009937084],"study_design_scores_gemma":[0.001594357,0.0002384475,0.002236322,0.0003921718,0.00005269307,0.0001835927,0.0002048905,0.9882417,0.006206939,0.000317615,0.0002241674,0.0001071466],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952337,0.001297897,0.00158698,0.0001057862,0.0003057112,0.00004441453,0.000001593289,0.00006820949,0.001355773],"genre_scores_gemma":[0.9994102,0.0002774445,0.0002124941,0.000003322515,0.00003940311,6.255633e-7,1.206825e-7,0.00001010888,0.00004630258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9881425,"threshold_uncertainty_score":0.2061923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080054025199558,"score_gpt":0.2422375718631269,"score_spread":0.2314370316111313,"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."}}