{"id":"W4412584558","doi":"10.1007/s10659-025-10152-6","title":"Harmonic Ellipsoidal Elastic Solid or Liquid Inclusions","year":2025,"lang":"en","type":"article","venue":"Journal of Elasticity","topic":"Composite Material Mechanics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Ellipsoid; Materials science; Elasticity (physics); Geometry; Mathematical analysis; Mathematics; Mechanics; Composite material; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001835206,0.0001577035,0.0003243537,0.000236332,0.0000932927,0.00004745205,0.0002897475,0.00008974689,0.0002240033],"category_scores_gemma":[0.0002846627,0.0001267933,0.0001032484,0.0002746245,0.00002044945,0.0001212382,0.0001526688,0.0003547515,0.00003415269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001900628,"about_ca_system_score_gemma":0.0001266215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001893509,"about_ca_topic_score_gemma":0.00001218048,"domain_scores_codex":[0.9988939,0.00003454799,0.0005461156,0.00008386845,0.0002002514,0.0002413343],"domain_scores_gemma":[0.9992517,0.0002492424,0.0001041263,0.0001390522,0.0001406855,0.0001152246],"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":[0.001079048,0.0001781863,0.00003491115,0.0002455566,0.0003029611,0.0001823378,0.00019473,0.1594852,0.8314524,0.0009155464,0.004597267,0.001331893],"study_design_scores_gemma":[0.003857604,0.003108508,0.002384357,0.002073149,0.0008768976,0.0007578296,0.0001350014,0.2633182,0.6900684,0.003752728,0.02863534,0.001032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.861365,0.0001918304,0.1342428,0.0001338156,0.003331811,0.00007316512,0.000007227923,0.00007831986,0.0005760662],"genre_scores_gemma":[0.9981894,0.00008346768,0.001220525,0.00006121593,0.0002913579,0.000001634614,4.690195e-7,0.00002077242,0.0001311304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.141384,"threshold_uncertainty_score":0.5170482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01100597204085651,"score_gpt":0.2532664333052428,"score_spread":0.2422604612643863,"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."}}