{"id":"W7132672432","doi":"","title":"Process development of compression resin transfer moulding of a complex demonstrator part","year":2023,"lang":"en","type":"article","venue":"NPARC","topic":"Epoxy Resin Curing Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Automotive industry; Thermosetting polymer; Transfer molding; Process (computing); Composite number; Process development; Work in process; Production cycle","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":[0.0001329381,0.0001154234,0.0002180049,0.0001146428,0.0000421399,0.000006329158,0.0001671614,0.00005983139,0.00008285813],"category_scores_gemma":[0.00002206674,0.0001133217,0.00002919993,0.0003971939,0.00004463966,0.00006446183,0.0000193677,0.00008908502,0.00001014569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001561739,"about_ca_system_score_gemma":0.00005643281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.315162e-7,"about_ca_topic_score_gemma":0.000004601368,"domain_scores_codex":[0.9990467,0.00001188465,0.0003681921,0.0001245662,0.0002473032,0.0002013215],"domain_scores_gemma":[0.9996777,0.0000551735,0.00002570773,0.0001270542,0.00006516853,0.00004922805],"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":[0.00001950313,0.00003416478,0.001391555,0.002677968,0.00004446687,0.000003430827,0.001918836,0.007098164,0.9801349,0.0001306195,0.0009513909,0.00559498],"study_design_scores_gemma":[0.0002467245,0.00001265299,0.006797416,0.000482814,0.000009338161,0.000001479469,0.0001661011,0.005863929,0.9848114,0.0003864943,0.001079143,0.0001424765],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993211,0.00005816084,0.001968414,0.00002328601,0.00007185127,0.0001223465,0.000009157879,0.000288685,0.004247056],"genre_scores_gemma":[0.9962957,0.00001949317,0.003564518,0.000002817501,0.00001932158,0.00002165685,0.000009641495,0.00002875314,0.00003812074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005452503,"threshold_uncertainty_score":0.4621124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04941703407690113,"score_gpt":0.2782660182957888,"score_spread":0.2288489842188877,"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."}}