{"id":"W7029801314","doi":"","title":"Mechanical properties of helically perforated thin films","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thin film; Deformation (meteorology); Deposition (geology); Compression (physics); Finite element method","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006132398,0.00008043931,0.0001332493,0.00001820583,0.00001732186,0.000008237382,0.00007373548,0.00006165676,0.0002425453],"category_scores_gemma":[0.00001259432,0.00006542492,0.00002527287,0.00005392896,0.00001105584,0.0000501838,0.00001954456,0.00005824615,0.0000209832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001014703,"about_ca_system_score_gemma":0.000008561028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005244873,"about_ca_topic_score_gemma":0.000003940301,"domain_scores_codex":[0.9995138,0.000007533789,0.0001730348,0.00007695478,0.00008878645,0.0001398828],"domain_scores_gemma":[0.9998025,0.00000467841,0.00001792582,0.0001136739,0.00003499677,0.00002617859],"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":[0.000009692229,0.00001369611,5.104108e-7,0.00005908191,0.000004179886,0.000001197929,0.00001510069,0.004714616,0.9839827,0.01025511,0.000605827,0.000338252],"study_design_scores_gemma":[0.0001344796,0.00002751995,0.000005091389,0.00002943984,0.000004962097,0.00000238138,0.0000145794,0.04745376,0.9446313,0.0064914,0.001121379,0.00008369054],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786168,0.0001160895,0.0132149,0.00003798835,0.0003241839,0.0001324867,0.00001271518,0.000297704,0.00724709],"genre_scores_gemma":[0.9891545,0.0000251133,0.01051224,0.00001460013,0.00004925665,0.00001092666,0.000004630463,0.00002121162,0.0002075579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04273915,"threshold_uncertainty_score":0.266795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048369615969635,"score_gpt":0.186351318324489,"score_spread":0.1758676221647926,"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."}}