{"id":"W2079313132","doi":"10.1002/pts.804","title":"Structure and gas transmission characteristics of microperforations in plastic films","year":2007,"lang":"en","type":"article","venue":"Packaging Technology and Science","topic":"Material Properties and Processing","field":"Engineering","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Scanning electron microscope; Materials science; Transmission electron microscopy; Diffusion; Optical microscope; Composite material; Reproducibility; Optics; Analytical Chemistry (journal); Nanotechnology; Chemistry; Physics; Chromatography; Thermodynamics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001536707,0.00004609038,0.00006992806,0.0002282191,0.000106758,0.00002164052,0.00006626095,0.00005384503,0.000005779604],"category_scores_gemma":[0.00003000668,0.00003734215,0.000002249255,0.0003303802,0.0003500266,0.00008043733,0.00002163819,0.00008937113,1.492263e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006067381,"about_ca_system_score_gemma":0.00001105192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003690234,"about_ca_topic_score_gemma":0.00001032561,"domain_scores_codex":[0.9996473,0.000001543085,0.0001015786,0.00008528671,0.00004018446,0.0001241219],"domain_scores_gemma":[0.9998904,0.00001126053,0.0000134388,0.00004893988,0.00001581524,0.00002011161],"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":[0.000004625571,0.000002178034,0.01533008,0.00008953973,7.388934e-7,0.000001763325,0.000293111,0.00003909818,0.9223821,0.0006590191,0.00000120609,0.0611966],"study_design_scores_gemma":[0.0002108971,0.00005042282,0.05062601,0.0002280644,0.000005669644,0.00004377877,0.0002152544,0.0473398,0.8971884,0.003665048,0.0002445541,0.0001821032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953249,0.0002753602,0.004083279,0.00006676501,0.00006299088,0.0000264289,0.000001773515,0.00004214997,0.0001163373],"genre_scores_gemma":[0.9969446,0.00005106681,0.00299031,0.000004166513,0.000003726886,3.63138e-7,3.609523e-7,0.000002950217,0.000002424861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0610145,"threshold_uncertainty_score":0.1522769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00497184198666695,"score_gpt":0.1993433112672492,"score_spread":0.1943714692805823,"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."}}