{"id":"W2079386657","doi":"10.1177/0021998308096330","title":"A Constitutive Model for Progressive Compressive Failure of Composites","year":2008,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Mechanical Behavior of Composites","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"General Motors Corporation","keywords":"Materials science; Constitutive equation; Composite material; Compressive strength; Delamination (geology); Ultimate tensile strength; Nonlinear system; Finite element method; Composite number; Structural 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":[],"consensus_categories":[],"category_scores_codex":[0.0001937655,0.0002729567,0.0009588057,0.0001949712,0.00009279105,0.00004123054,0.000429275,0.000129877,0.00004823565],"category_scores_gemma":[0.00003177375,0.0002355504,0.0002277467,0.0001026968,0.000195419,0.0002694896,0.00005896217,0.0001545264,0.000004223158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005166415,"about_ca_system_score_gemma":0.0000662056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001002015,"about_ca_topic_score_gemma":2.100826e-7,"domain_scores_codex":[0.9980687,0.00006220809,0.001108552,0.0001299297,0.0003549182,0.0002756155],"domain_scores_gemma":[0.9981282,0.0002418102,0.0006427964,0.000208598,0.0006293806,0.0001492111],"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":[0.0003262056,0.000105501,0.0001267776,0.0001479037,0.000182981,0.00005455684,0.0004505863,0.0361248,0.960577,0.0007716995,0.001083445,0.00004857333],"study_design_scores_gemma":[0.001400601,0.0003027206,0.0002236431,0.0003786257,0.0001606421,0.0004419803,0.00002298179,0.01657797,0.9795031,0.0006154373,0.000129562,0.0002427412],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9400594,0.0008069986,0.05772801,0.00005301477,0.0004524797,0.0004910097,0.0002171064,0.00006059324,0.0001314338],"genre_scores_gemma":[0.9445552,0.00005131289,0.05512917,0.00002478905,0.0001558936,0.00001930441,0.00001473286,0.00003918296,0.00001036794],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01954683,"threshold_uncertainty_score":0.9605464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02391404196439308,"score_gpt":0.2530568579756021,"score_spread":0.229142816011209,"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."}}