{"id":"W2034555216","doi":"10.1007/s11661-002-0324-x","title":"Statistical self-similarity in Rhines’ concept of unique multiphase diffusion paths on the ternary gibbs’ isotherm","year":2002,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Brockhouse Institute for Materials Research","funders":"","keywords":"Thermodynamics; Instability; Statistical physics; Materials science; Mathematics; Physics; Mechanics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003278005,0.0001521412,0.0002956562,0.00004775052,0.0001273381,0.00006674683,0.0001409066,0.0000828292,0.01440171],"category_scores_gemma":[0.00002301784,0.0001017436,0.00004244764,0.000116211,0.0002040833,0.00009192184,0.00001311604,0.0001008013,0.00003839889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001904571,"about_ca_system_score_gemma":0.000008702923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001682169,"about_ca_topic_score_gemma":0.00001829605,"domain_scores_codex":[0.99862,0.0002964743,0.0004248169,0.0002722328,0.0001881781,0.000198293],"domain_scores_gemma":[0.9993696,0.0002212411,0.00008856723,0.00020217,0.00002880154,0.00008966692],"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":[0.0002128656,0.002103598,0.00001370674,0.00009370847,0.00002547361,0.00003855097,0.002111535,0.0001335265,0.9800129,0.01351477,0.00007610893,0.001663272],"study_design_scores_gemma":[0.01181453,0.00173842,0.02189112,0.000395887,0.0003612129,0.0002652341,0.002075194,0.03626889,0.8873113,0.01090752,0.02488995,0.002080736],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621473,0.00005880063,0.035855,0.0005981534,0.0001691363,0.0003555892,0.0002447068,0.00006417042,0.0005071746],"genre_scores_gemma":[0.9981981,0.0001292859,0.001099328,0.0002007233,0.00002599853,0.00007309799,0.000007070257,0.00001295797,0.0002534173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09270157,"threshold_uncertainty_score":0.9864992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02124884321568329,"score_gpt":0.2326878280975192,"score_spread":0.2114389848818359,"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."}}