{"id":"W2075035102","doi":"10.1007/s10853-014-8546-z","title":"Modeling the buckling strength of polypropylene stochastic honeycombs","year":2014,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Structural Analysis and Optimization","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Materials science; Composite material; Buckling; Honeycomb; Stiffness; Polypropylene; Rheology; Polymer; Solid mechanics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002762316,0.0003869973,0.0004357479,0.0003382034,0.0003317059,0.000629025,0.0008122277,0.001225054,0.001644132],"category_scores_gemma":[0.0009414406,0.0004074556,0.0004652588,0.0002777578,0.0006663326,0.0007277279,0.0004258418,0.0004453343,0.0001702897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005777007,"about_ca_system_score_gemma":0.0005433505,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006757447,"about_ca_topic_score_gemma":0.008187287,"domain_scores_codex":[0.9999002,0.00002129674,0.000003883176,0.00001833564,0.00002512827,0.00003105825],"domain_scores_gemma":[0.9995628,0.0002216117,0.00007775972,0.00003780512,0.00005136962,0.0000486126],"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":[0.000012762,0.00002193945,0.0004542577,0.00001104652,0.000008860139,0.00004043388,0.000007623573,0.9943401,0.002408939,0.002003931,0.00004676004,0.000643433],"study_design_scores_gemma":[0.000002108737,0.000006020153,0.0001548315,8.174421e-7,0.000001418623,0.000003763132,0.00000348159,0.9992778,0.0002024565,0.0003166498,0.00002900452,0.000001671786],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405515,0.0001810969,0.04759154,0.0001949014,0.0000308495,0.00002531044,0.0001122829,0.0000764342,0.01123615],"genre_scores_gemma":[0.9954657,0.00004271044,0.002653864,0.00002122292,0.000005960746,0.00001573534,0.00002899966,0.000017679,0.001748212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006757447,"threshold_uncertainty_score":0.0134362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008012439931460287,"score_gpt":0.2078879390071002,"score_spread":0.19987549907564,"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."}}