{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"2e19df6a4bbc","filters":{"venue":"Journal of Phase Equilibria"}},"results":[{"id":"W4241204122","doi":"10.1007/s11669-000-0019-1","title":"Thermodynamic calculation of phase equilibria of the Bi-Sn-Zn system","year":2000,"lang":"en","type":"article","venue":"Journal of Phase Equilibria","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":28,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"CALPHAD; Thermodynamics; Ternary operation; Phase diagram; Phase (matter); Thermodynamic process; Material properties; Thermodynamic databases for pure substances; Phase equilibrium; Thermodynamic equilibrium; Basis (linear algebra); Materials science; Chemistry; Physics; Mathematics; Computer science","authors":[{"name":"Dmitri V. Malakhov","is_ca":true},{"name":"Xingjun Liu","is_ca":false},{"name":"Ikuo Ohnuma","is_ca":false},{"name":"Kiyohito Ishida","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0111981090557599,"gpt":0.2599100560687932,"spread":0.2487119470130333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002299253,0.0001858963,0.0004033985,0.0005490251,0.0007068935,0.0003993872,0.0005695753,0.0002892309,0.003597294],"category_scores_gemma":[0.0007453113,0.0002343858,0.0002084599,0.0003723119,0.0003005115,0.0005073168,0.0003007482,0.0003444195,0.000355242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000573292,"about_ca_system_score_gemma":0.0007175868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004908682,"about_ca_topic_score_gemma":0.006213435,"domain_scores_codex":[0.9999263,0.0000188757,0.000002855716,0.000006265735,0.00003471166,0.00001101417],"domain_scores_gemma":[0.9998782,0.00006537908,0.000007570005,0.00000880667,0.00003297587,0.000007035124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003353284,0.00019229,0.003209196,0.0003651763,0.00004727772,0.0002306732,0.0001269492,0.8190436,0.05106627,0.1055559,0.0009037709,0.01892368],"study_design_scores_gemma":[0.00003130229,0.00005310323,0.0007634558,0.000008414476,0.000008527468,0.00002815403,0.0000313585,0.9809533,0.01084451,0.005696338,0.001569408,0.00001219961],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9164278,0.0006774467,0.0489369,0.000203649,0.00005714449,0.00009047236,0.0004055384,0.0001995791,0.03300147],"genre_scores_gemma":[0.9908827,0.0001946631,0.006580783,0.00001569232,0.000007421731,0.00005262667,0.0001188462,0.00003531463,0.002111923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004908682,"threshold_uncertainty_score":0.01203412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2005741803","doi":"10.1361/105497100770339446","title":"Thermodynamic Calculation of Phase Equilibria of the Bi-Sn-Zn System","year":2000,"lang":"en","type":"article","venue":"Journal of Phase Equilibria","topic":"Electronic Packaging and Soldering Technologies","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"CALPHAD; Thermodynamics; Ternary operation; Phase diagram; Phase (matter); Thermodynamic process; Thermodynamic databases for pure substances; Material properties; Phase equilibrium; Ternary numeral system; Thermodynamic equilibrium; Chemistry; Materials science; Physics; Computer science","authors":[{"name":"Dmitri V. Malakhov","is_ca":true},{"name":"Xingjun Liu","is_ca":false},{"name":"Ikuo Ohnuma","is_ca":false},{"name":"Kiyohito Ishida","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0111981090557599,"gpt":0.2599100560687932,"spread":0.2487119470130333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002299253,0.0001858963,0.0004033985,0.0005490251,0.0007068935,0.0003993872,0.0005695753,0.0002892309,0.003597294],"category_scores_gemma":[0.0007453113,0.0002343858,0.0002084599,0.0003723119,0.0003005115,0.0005073168,0.0003007482,0.0003444195,0.000355242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000573292,"about_ca_system_score_gemma":0.0007175868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004908682,"about_ca_topic_score_gemma":0.006213435,"domain_scores_codex":[0.9999263,0.0000188757,0.000002855716,0.000006265735,0.00003471166,0.00001101417],"domain_scores_gemma":[0.9998782,0.00006537908,0.000007570005,0.00000880667,0.00003297587,0.000007035124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003353284,0.00019229,0.003209196,0.0003651763,0.00004727772,0.0002306732,0.0001269492,0.8190436,0.05106627,0.1055559,0.0009037709,0.01892368],"study_design_scores_gemma":[0.00003130229,0.00005310323,0.0007634558,0.000008414476,0.000008527468,0.00002815403,0.0000313585,0.9809533,0.01084451,0.005696338,0.001569408,0.00001219961],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9164278,0.0006774467,0.0489369,0.000203649,0.00005714449,0.00009047236,0.0004055384,0.0001995791,0.03300147],"genre_scores_gemma":[0.9908827,0.0001946631,0.006580783,0.00001569232,0.000007421731,0.00005262667,0.0001188462,0.00003531463,0.002111923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004908682,"threshold_uncertainty_score":0.01203412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2060968969","doi":"10.1007/s11669-003-0027-z","title":"Rebuttal to “Comments on the Li-Sr system” by F.E. Wang A.D. Pelton and C.W. Bale École Polytechnique de Montréal","year":2003,"lang":"en","type":"article","venue":"Journal of Phase Equilibria","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Rebuttal; Thermodynamics; Physics; Mathematical physics; Materials science; Archaeology; History","authors":[{"name":"A. D. Pelton","is_ca":true},{"name":"C. W. Bale","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0085572969243487,"gpt":0.2391501929014777,"spread":0.230592895977129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005773339,0.001982891,0.002282013,0.001678484,0.006416132,0.00424051,0.006140745,0.02397391,0.04449625],"category_scores_gemma":[0.05545897,0.001035115,0.002328873,0.001446644,0.003651314,0.005676175,0.003975773,0.02405079,0.03735937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005982876,"about_ca_system_score_gemma":0.006278253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0260259,"about_ca_topic_score_gemma":0.02023403,"domain_scores_codex":[0.9931999,0.001197036,0.000788725,0.0009038337,0.003276187,0.0006342022],"domain_scores_gemma":[0.9554667,0.01132004,0.002677949,0.001589497,0.02669734,0.00224843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001772744,0.000004496802,0.00002797545,0.00003637462,0.000007087537,0.00007799381,0.00005574981,0.00002186151,0.0001183972,0.0008838678,0.998051,0.0006973082],"study_design_scores_gemma":[0.00001983913,0.00001400711,0.0002963289,0.00007098848,0.00001629274,0.0001046499,0.0001305451,0.0001478022,0.0004117161,0.001825977,0.9969291,0.0000329608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002250866,0.00189525,0.000514887,0.7217677,0.2699273,0.00004281473,0.0003059104,0.0002572429,0.00506374],"genre_scores_gemma":[0.00661792,0.002758973,0.001155375,0.7048894,0.1790435,0.0001324832,0.0003393036,0.0004827943,0.1045803],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04449625,"threshold_uncertainty_score":0.1488549,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2165902380","doi":"10.1007/bf02818126","title":"The Li-Sr (Lithium-Strontium) system","year":2003,"lang":"en","type":"article","venue":"Journal of Phase Equilibria","topic":"Metallurgical and Alloy Processes","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal; Polytechnique Montréal","funders":"","keywords":"Strontium; Lithium (medication); Thermodynamics; Mineralogy; Chemistry; Materials science; Physics; Internal medicine; Medicine; Organic chemistry","authors":[{"name":"C. W. Bale","is_ca":true},{"name":"Arthur D. Pelton","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02080576403375401,"gpt":0.2829192821280312,"spread":0.2621135180942772,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001743012,0.0001308236,0.0003879918,0.0002829959,0.0006072556,0.0005386108,0.000367623,0.0002655825,0.003949689],"category_scores_gemma":[0.000243699,0.0001559336,0.0001082726,0.0001817034,0.0002940084,0.0005575867,0.0004058124,0.0002558283,0.001044311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003654886,"about_ca_system_score_gemma":0.0003743503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005713048,"about_ca_topic_score_gemma":0.00111413,"domain_scores_codex":[0.9999148,0.00001999888,0.000007027254,0.00002208317,0.00002008361,0.00001608429],"domain_scores_gemma":[0.9999583,0.00001177941,0.000007593591,0.00000649728,0.000008669854,0.000007110283],"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":[0.0009587074,0.0001298082,0.001292345,0.0005997922,0.00003621583,0.0002753055,0.0001710109,0.003717043,0.9259545,0.04766664,0.002271728,0.01692691],"study_design_scores_gemma":[0.0005133057,0.001260424,0.002292168,0.00004533215,0.00008223974,0.0005723004,0.0002530195,0.02488619,0.889267,0.01432751,0.06644499,0.00005546193],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781936,0.002076734,0.005015132,0.0003944261,0.00007328986,0.00003317178,0.0002473413,0.0002353186,0.01373087],"genre_scores_gemma":[0.9895593,0.0006157273,0.002889042,0.00004772871,0.00001695494,0.00002517761,0.0002307505,0.00002891295,0.00658628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003949689,"threshold_uncertainty_score":0.0132131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}