{"id":"W4249299932","doi":"10.1007/978-3-662-53120-4_300234","title":"Extrusion","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Engineering and Materials Science Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Extrusion; Materials science; Composite material","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003210883,0.0001557453,0.0001677219,0.0000513608,0.00001446586,0.00001466577,0.00008169109,0.0001016454,0.001002948],"category_scores_gemma":[0.000001586449,0.0001323615,0.00003985655,0.000005719749,0.00001368118,0.00002737038,0.00003369416,0.00007857715,0.001721347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002248902,"about_ca_system_score_gemma":0.000005596896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.864009e-7,"about_ca_topic_score_gemma":0.000001450279,"domain_scores_codex":[0.9995967,3.581115e-7,0.00009509881,0.0001038688,0.00009106984,0.0001129534],"domain_scores_gemma":[0.9997891,0.000008823104,0.00000820544,0.0001588318,0.00001069204,0.00002433734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002890407,0.000003123802,0.000001779998,0.0009297983,0.0001653032,0.00001972482,0.0001476616,0.03203673,0.02174532,0.7325296,0.1967566,0.01566145],"study_design_scores_gemma":[0.00004775319,0.00001242928,0.000006543068,0.0001045298,0.00001189166,0.000003149667,0.000002336142,0.001070191,0.0008454375,0.001775762,0.9957913,0.0003287055],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004142447,0.0006643016,0.0008276067,0.000007887443,0.001731202,0.00006025971,0.000006508762,0.0005744035,0.9960864],"genre_scores_gemma":[0.00312669,0.0008691066,0.0004631748,0.00001291806,0.0001380139,0.000001418742,0.000004859717,0.00004870932,0.9953351],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7990347,"threshold_uncertainty_score":0.9999103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008088135538179659,"score_gpt":0.1671728131651292,"score_spread":0.1590846776269496,"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."}}