{"id":"W2383022275","doi":"","title":"Research on Cushioning Packaging Design Method with Moderate Packaging Evaluation System","year":2008,"lang":"en","type":"article","venue":"Packaging Engineering","topic":"Material Properties and Processing","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Cushioning; Packaging and labeling; Reliability (semiconductor); Package design; Reliability engineering; Packaging engineering; Manufacturing engineering; Engineering; Automotive engineering; Process engineering; Mechanical engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002922995,0.0004634519,0.0004431159,0.0006015544,0.0006451345,0.0003038229,0.0002860018,0.0001259452,0.0000344326],"category_scores_gemma":[0.00007288141,0.0004092749,0.00007513072,0.0007849578,0.00003902037,0.000483773,0.00006455521,0.0007314365,0.0000502092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005427853,"about_ca_system_score_gemma":0.00008843026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003647052,"about_ca_topic_score_gemma":0.000001292163,"domain_scores_codex":[0.9967023,0.0002717563,0.0004301869,0.0005462926,0.001029818,0.001019625],"domain_scores_gemma":[0.9986864,0.0003061712,0.00005984741,0.0004612814,0.0002881245,0.0001982189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004532906,0.000009026387,0.00008543939,0.0005677985,0.00008683447,0.00004706823,0.001148456,0.9766659,0.01641122,0.0002192865,0.0001669364,0.004546682],"study_design_scores_gemma":[0.0004965248,0.00005138634,0.0001553066,0.001516359,0.00004261185,0.0001143121,0.0004845712,0.9393656,0.05698365,0.00002053726,0.0002439095,0.0005252875],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1812501,0.001325259,0.8100112,0.00009734774,0.0007144044,0.0006616564,0.000005023747,0.002046595,0.003888408],"genre_scores_gemma":[0.9644479,0.00006011563,0.0345415,0.00001981817,0.0003856386,0.0002492181,0.00000888814,0.0002277959,0.00005915005],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7831978,"threshold_uncertainty_score":0.9998359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179140878407963,"score_gpt":0.31270288096552,"score_spread":0.1947887931247237,"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."}}