{"id":"W1451502220","doi":"10.6084/m9.figshare.1491502.v1","title":"A note on the Cahn solute drag model","year":2015,"lang":"en","type":"article","venue":"Figshare","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Drag; Thermodynamics; Thermal diffusivity; Solvent drag; Diffusion; Boundary (topology); Formalism (music); Physics; Materials science; Mechanics; Statistical physics; Grain boundary; Chemistry; Mathematics; Mathematical analysis; Crystallography","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":["insufficient_payload"],"category_scores_codex":[0.00009155457,0.00007848992,0.00006470992,0.0000166546,0.00009091229,0.00007925396,0.000303024,0.00003482187,0.04639221],"category_scores_gemma":[0.0004501278,0.00005117764,0.0000271979,0.00007802918,0.000008105384,0.00008063469,0.00007690921,0.00006699134,0.01797718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003937304,"about_ca_system_score_gemma":0.00008396414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002585731,"about_ca_topic_score_gemma":0.000003045496,"domain_scores_codex":[0.9993192,0.00003303851,0.00009562336,0.0001587892,0.000220739,0.0001726191],"domain_scores_gemma":[0.9993899,0.00006259395,0.00005034353,0.0003159548,0.00008079639,0.0001004142],"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":[0.00001245108,0.00002383195,4.099872e-7,0.00001083544,0.000001185408,0.000001588164,0.001024957,0.001216009,0.008397545,0.001886234,0.9872854,0.0001395989],"study_design_scores_gemma":[0.000879696,0.0001531545,0.0001738512,0.000501452,0.00001071284,0.000008971016,0.0004715872,0.1167163,0.06900974,0.01170341,0.7996976,0.0006735133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07218436,0.0003420771,0.0004103761,0.01252249,0.0007195331,0.001744977,0.3144824,0.001159671,0.5964341],"genre_scores_gemma":[0.9922461,1.894482e-7,0.0001144893,0.002273481,0.0001129214,0.0001808086,0.002429314,0.00001438149,0.002628342],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9200617,"threshold_uncertainty_score":0.9827874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1455758602718613,"score_gpt":0.2936712599411332,"score_spread":0.1480953996692718,"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."}}