{"id":"W4246995116","doi":"10.1106/x8d7-pr9v-u6f2-0jek","title":"Aspects of the Compaction of Composite Angle Laminates: An Experimental Investigation","year":2001,"lang":"en","type":"article","venue":"Journal of Composite Materials","topic":"Material Properties and Applications","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Materials science; Composite material; Composite laminates; Composite number; Compaction","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":[0.0005015198,0.0001332526,0.0004013132,0.0000734871,0.000118889,0.00009497799,0.0004047028,0.00005479251,0.0005371394],"category_scores_gemma":[0.00001578897,0.00008803312,0.00007717354,0.0001331787,0.0001542939,0.0003893825,0.00007941567,0.00005097051,0.00001092951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004815423,"about_ca_system_score_gemma":0.00004402188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001581976,"about_ca_topic_score_gemma":0.000002954576,"domain_scores_codex":[0.9982771,0.0002598742,0.0008660029,0.0001143047,0.0003397919,0.0001429006],"domain_scores_gemma":[0.9981622,0.00003567248,0.001213676,0.0002687255,0.0002448893,0.00007485307],"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":[0.0002482279,0.0001845063,0.0003197304,0.00003714478,0.00001067312,0.000001515831,0.0004930472,0.0002178799,0.9975222,0.0008552732,0.00008010495,0.00002964643],"study_design_scores_gemma":[0.0003777771,0.0003119182,0.007921319,0.00015881,0.00003275151,0.00007958424,0.0001717436,0.00003068137,0.9899365,0.000599076,0.000289029,0.00009078425],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982252,0.0001049312,0.00007585561,0.0002253647,0.0007848418,0.0002018876,0.00004530669,0.0000124174,0.0003241826],"genre_scores_gemma":[0.9989238,0.00001661362,0.0007574325,0.00005879348,0.0001986808,0.000003700041,0.000007835281,0.00001428661,0.00001884609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007601588,"threshold_uncertainty_score":0.5881299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.027171430667277,"score_gpt":0.2731041900195985,"score_spread":0.2459327593523215,"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."}}