{"id":"W1975562152","doi":"10.1002/pts.679","title":"Canadian bag‐in‐box wine under distribution channel abuse: material fatigue, flexing simulation and total closure/spout leakage investigation","year":2005,"lang":"en","type":"article","venue":"Packaging Technology and Science","topic":"Plant Surface Properties and Treatments","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Permeation; Materials science; Cracking; Composite material; Leakage (economics); Tap water; Wine; Oxygen permeability; Forensic engineering; Structural engineering; Oxygen; Engineering; Chemistry; Environmental engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002228735,0.00009583851,0.00009423017,0.00007237143,0.0004605141,0.00007939856,0.00009509856,0.00009584046,0.00001058916],"category_scores_gemma":[0.00003241219,0.00004658286,0.000008139643,0.0005192767,0.0003151634,0.0003289211,0.00004389165,0.00008121569,0.000003408552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009199674,"about_ca_system_score_gemma":0.00001879628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004402393,"about_ca_topic_score_gemma":0.01729413,"domain_scores_codex":[0.9991887,0.00001520278,0.000115631,0.000283823,0.00009683848,0.0002998686],"domain_scores_gemma":[0.99978,0.00002408894,0.00003830313,0.00003943306,0.00002716916,0.00009103125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005094835,0.00006217729,0.6244444,0.00001595697,0.00001368689,0.00001794308,0.0008845782,0.008047748,0.3059828,0.00384082,0.00003222826,0.05660681],"study_design_scores_gemma":[0.0003763148,0.0001523973,0.9161638,0.00008886294,0.00001149584,0.0000435745,0.00060496,0.04974101,0.02747286,0.004463706,0.0005242787,0.0003567698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933518,0.0001040654,0.00003024177,0.006200882,0.00005692896,0.0001120139,0.0000440916,0.00006132585,0.00003869431],"genre_scores_gemma":[0.9996694,0.00001822492,0.0001151739,0.0000709238,0.00003294755,0.00000534276,0.00004883394,6.073668e-7,0.00003856605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2917194,"threshold_uncertainty_score":0.9650528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0199700758181041,"score_gpt":0.2266801231792175,"score_spread":0.2067100473611134,"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."}}