{"id":"W7116105303","doi":"10.82417/q5rf-ta75","title":"From strength to leakage","year":2025,"lang":"en","type":"other","venue":"Espace ÉTS (ETS)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Helium; Leakage (economics); Coating; Low-density polyethylene; Durability; Polyethylene; Amorphous solid; Moisture","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00125707,0.001446968,0.0008235344,0.001986532,0.001945517,0.004489494,0.002026667,0.002022044,0.03952828],"category_scores_gemma":[0.004729653,0.000669665,0.000583554,0.001174695,0.003058203,0.00629339,0.004441334,0.002254717,0.0164641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009987626,"about_ca_system_score_gemma":0.001018233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007054547,"about_ca_topic_score_gemma":0.0008026807,"domain_scores_codex":[0.9973573,0.0002505042,0.0001475514,0.0003758708,0.001482588,0.0003860993],"domain_scores_gemma":[0.9972338,0.0004889746,0.0003123039,0.000458781,0.001218717,0.0002873736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007281987,0.0003316331,0.007413501,0.003559434,0.000187125,0.004034112,0.00256021,0.003982099,0.1819815,0.159815,0.0551982,0.580209],"study_design_scores_gemma":[0.00007506017,0.001169748,0.004755808,0.001475388,0.0001268096,0.006948462,0.00307547,0.004600175,0.08758179,0.07613826,0.8138216,0.0002314442],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2155532,0.03917734,0.132673,0.02039351,0.007560626,0.0007055691,0.001764099,0.004127163,0.5780455],"genre_scores_gemma":[0.7531043,0.01360164,0.01446984,0.006575955,0.0009477032,0.000258665,0.0008114852,0.0007575006,0.2094729],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03952828,"threshold_uncertainty_score":0.1322353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009126690763516748,"score_gpt":0.2612867446421402,"score_spread":0.2521600538786235,"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."}}